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+cache

README.md

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+---
+language:
+- en
+license:
+- other
+multilinguality:
+- monolingual
+size_categories:
+- 1K<n<10K
+pretty_name: ConceptNet with High Confidence
+---
+# Dataset Card for "relbert/conceptnet"
+## Dataset Description
+- **Repository:** [RelBERT](https://github.com/asahi417/relbert)
+- **Paper:** [https://home.ttic.edu/~kgimpel/commonsense.html](https://home.ttic.edu/~kgimpel/commonsense.html)
+- **Dataset:** High Confidence Subset of ConceptNet
+
+### Dataset Summary
+The selected subset of ConceptNet used in [this work](https://home.ttic.edu/~kgimpel/commonsense.html).
+We removed `NotCapableOf` and `NotDesires` to keep the positive relation only.
+
+## Dataset Structure
+### Data Instances
+An example of `train` looks as follows.
+```
+{
+    "relation_type": "AtLocation",
+    "positives": [["fish", "water"], ["cloud", "sky"], ["child", "school"], ... ],
+    "negatives": [["pen", "write"], ["sex", "fun"], ["soccer", "sport"], ["fish", "school"], ... ]
+}
+```
+
+### Data Splits
+|  name   |train|validation|
+|---------|----:|---------:|
+|conceptnet| 25 |      24|
+
+### Number of Positive/Negative Word-pairs in each Split
+
+| relation_type    |   positive (train) |   negative (train) |   positive (validation) |   negative (validation) |
+|:-----------------|-------------------:|-------------------:|------------------------:|------------------------:|
+| AtLocation       |                383 |               1749 |                      97 |                     574 |
+| CapableOf        |                195 |               1771 |                      73 |                     596 |
+| Causes           |                 71 |               1778 |                      26 |                     591 |
+| CausesDesire     |                  9 |               1774 |                      11 |                     591 |
+| CreatedBy        |                  2 |               1777 |                       0 |                       0 |
+| DefinedAs        |                  0 |                  0 |                       2 |                     591 |
+| Desires          |                 16 |               1775 |                      12 |                     591 |
+| HasA             |                 67 |               1795 |                      17 |                     591 |
+| HasFirstSubevent |                  2 |               1777 |                       0 |                       0 |
+| HasLastSubevent  |                  2 |               1777 |                       3 |                     589 |
+| HasPrerequisite  |                168 |               1784 |                      57 |                     588 |
+| HasProperty      |                 94 |               1782 |                      39 |                     601 |
+| HasSubevent      |                125 |               1779 |                      40 |                     605 |
+| IsA              |                310 |               1745 |                      98 |                     599 |
+| MadeOf           |                 17 |               1774 |                       7 |                     589 |
+| MotivatedByGoal  |                 14 |               1777 |                      11 |                     591 |
+| PartOf           |                 34 |               1782 |                       7 |                     589 |
+| ReceivesAction   |                 18 |               1774 |                       8 |                     589 |
+| SymbolOf         |                  0 |                  0 |                       2 |                     592 |
+| UsedFor          |                249 |               1796 |                      81 |                     584 |
+| SUM              |               1776 |              31966 |                     591 |                   10641 |
+
+### Citation Information
+```
+@InProceedings{P16-1137,
+  author = 	"Li, Xiang
+		and Taheri, Aynaz
+		and Tu, Lifu
+		and Gimpel, Kevin",
+  title = 	"Commonsense Knowledge Base Completion",
+  booktitle = 	"Proceedings of the 54th Annual Meeting of the Association for      Computational Linguistics (Volume 1: Long Papers)    ",
+  year = 	"2016",
+  publisher = 	"Association for Computational Linguistics",
+  pages = 	"1445--1455",
+  location = 	"Berlin, Germany",
+  doi = 	"10.18653/v1/P16-1137",
+  url = 	"http://aclweb.org/anthology/P16-1137"
+}
+```

conceptnet.py

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+import json
+import datasets
+
+logger = datasets.logging.get_logger(__name__)
+_DESCRIPTION = """[ConceptNet with high confidence](https://home.ttic.edu/~kgimpel/commonsense.html)"""
+_NAME = "conceptnet"
+_VERSION = "0.0.0"
+_CITATION = """
+@inproceedings{li-16,
+title = {Commonsense Knowledge Base Completion},
+author = {Xiang Li and Aynaz Taheri and Lifu Tu and Kevin Gimpel},
+booktitle = {Proc. of ACL},
+year = {2016}
+}
+@InProceedings{P16-1137,
+  author = 	"Li, Xiang
+		and Taheri, Aynaz
+		and Tu, Lifu
+		and Gimpel, Kevin",
+  title = 	"Commonsense Knowledge Base Completion",
+  booktitle = 	"Proceedings of the 54th Annual Meeting of the Association for      Computational Linguistics (Volume 1: Long Papers)    ",
+  year = 	"2016",
+  publisher = 	"Association for Computational Linguistics",
+  pages = 	"1445--1455",
+  location = 	"Berlin, Germany",
+  doi = 	"10.18653/v1/P16-1137",
+  url = 	"http://aclweb.org/anthology/P16-1137"
+}
+"""
+
+_HOME_PAGE = "https://github.com/asahi417/relbert"
+_URL = f'https://huggingface.co/datasets/relbert/{_NAME}/raw/main/dataset'
+_URLS = {
+    str(datasets.Split.TRAIN): [f'{_URL}/train.jsonl'],
+    str(datasets.Split.VALIDATION): [f'{_URL}/valid.jsonl'],
+    str(datasets.Split.VALIDATION): [f'{_URL}/test.jsonl']
+}
+
+
+class ConceptNetConfig(datasets.BuilderConfig):
+    """BuilderConfig"""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(ConceptNetConfig, self).__init__(**kwargs)
+
+
+class ConceptNet(datasets.GeneratorBasedBuilder):
+    """Dataset."""
+
+    BUILDER_CONFIGS = [
+        ConceptNetConfig(name=_NAME, version=datasets.Version(_VERSION), description=_DESCRIPTION),
+    ]
+
+    def _split_generators(self, dl_manager):
+        downloaded_file = dl_manager.download_and_extract(_URLS)
+        return [datasets.SplitGenerator(name=i, gen_kwargs={"filepaths": downloaded_file[i]}) for i in _URLS.keys()]
+
+    def _generate_examples(self, filepaths):
+        _key = 0
+        for filepath in filepaths:
+            logger.info(f"generating examples from = {filepath}")
+            with open(filepath, encoding="utf-8") as f:
+                _list = [i for i in f.read().split('\n') if len(i) > 0]
+                for i in _list:
+                    data = json.loads(i)
+                    yield _key, data
+                    _key += 1
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "relation": datasets.Value("string"),
+                    "head": datasets.Value("string"),
+                    "tail": datasets.Value("string"),
+                }
+            ),
+            supervised_keys=None,
+            homepage=_HOME_PAGE,
+            citation=_CITATION,
+        )

dataset/test.jsonl

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+{"relation": "IsA", "head": "baseball", "tail": "sport"}
+{"relation": "IsA", "head": "yo-yo", "tail": "toy"}
+{"relation": "CapableOf", "head": "dog", "tail": "bark"}
+{"relation": "UsedFor", "head": "pen", "tail": "write"}
+{"relation": "HasProperty", "head": "something that be very good", "tail": "good"}
+{"relation": "IsA", "head": "dog", "tail": "mammal"}
+{"relation": "IsA", "head": "polo", "tail": "game"}
+{"relation": "MadeOf", "head": "bottle", "tail": "plastic"}
+{"relation": "MadeOf", "head": "book", "tail": "paper"}
+{"relation": "HasProperty", "head": "sex", "tail": "fun"}
+{"relation": "IsA", "head": "gold", "tail": "metal"}
+{"relation": "IsA", "head": "sushi", "tail": "food"}
+{"relation": "UsedFor", "head": "telephone", "tail": "communicate"}
+{"relation": "HasSubevent", "head": "sleep", "tail": "dream"}
+{"relation": "IsA", "head": "soccer", "tail": "sport"}
+{"relation": "AtLocation", "head": "fish", "tail": "water"}
+{"relation": "IsA", "head": "rose", "tail": "flower"}
+{"relation": "AtLocation", "head": "cloud", "tail": "sky"}
+{"relation": "IsA", "head": "linux", "tail": "operate system"}
+{"relation": "AtLocation", "head": "child", "tail": "school"}
+{"relation": "IsA", "head": "fly", "tail": "insect"}
+{"relation": "AtLocation", "head": "computer", "tail": "office"}
+{"relation": "HasProperty", "head": "apple", "tail": "red"}
+{"relation": "AtLocation", "head": "clothe", "tail": "closet"}
+{"relation": "AtLocation", "head": "book", "tail": "shelf"}
+{"relation": "IsA", "head": "violin", "tail": "string instrument"}
+{"relation": "MadeOf", "head": "bottle", "tail": "glass"}
+{"relation": "AtLocation", "head": "coat", "tail": "closet"}
+{"relation": "AtLocation", "head": "computer", "tail": "library"}
+{"relation": "UsedFor", "head": "key", "tail": "open lock"}
+{"relation": "CapableOf", "head": "cat", "tail": "hunt mouse"}
+{"relation": "UsedFor", "head": "camera", "tail": "take picture"}
+{"relation": "HasProperty", "head": "basketball player", "tail": "tall"}
+{"relation": "IsA", "head": "bass", "tail": "fish"}
+{"relation": "UsedFor", "head": "spoon", "tail": "eat"}
+{"relation": "AtLocation", "head": "paper clip", "tail": "desk"}
+{"relation": "PartOf", "head": "keyboard", "tail": "computer"}
+{"relation": "MadeOf", "head": "paper", "tail": "wood"}
+{"relation": "UsedFor", "head": "computer", "tail": "work"}
+{"relation": "AtLocation", "head": "shark", "tail": "any ocean"}
+{"relation": "CapableOf", "head": "chicken", "tail": "cross road"}
+{"relation": "UsedFor", "head": "hammer", "tail": "drive nail"}
+{"relation": "AtLocation", "head": "word", "tail": "book"}
+{"relation": "UsedFor", "head": "keyboard", "tail": "type"}
+{"relation": "AtLocation", "head": "animal", "tail": "zoo"}
+{"relation": "UsedFor", "head": "water", "tail": "drink"}
+{"relation": "MadeOf", "head": "window", "tail": "glass"}
+{"relation": "UsedFor", "head": "net", "tail": "catch fish"}
+{"relation": "AtLocation", "head": "dog", "tail": "kennel"}
+{"relation": "IsA", "head": "dog", "tail": "animal"}
+{"relation": "HasSubevent", "head": "attend school", "tail": "learn"}
+{"relation": "AtLocation", "head": "librarian", "tail": "library"}
+{"relation": "IsA", "head": "football", "tail": "game"}
+{"relation": "AtLocation", "head": "water", "tail": "lake"}
+{"relation": "CapableOf", "head": "car", "tail": "go fast"}
+{"relation": "HasProperty", "head": "sky", "tail": "blue"}
+{"relation": "IsA", "head": "football", "tail": "sport"}
+{"relation": "IsA", "head": "love", "tail": "emotion"}
+{"relation": "CapableOf", "head": "knife", "tail": "spread butter"}
+{"relation": "HasProperty", "head": "music", "tail": "soothe"}
+{"relation": "HasProperty", "head": "ball", "tail": "round"}
+{"relation": "IsA", "head": "see", "tail": "tool"}
+{"relation": "Causes", "head": "do housework", "tail": "clean house"}
+{"relation": "IsA", "head": "dog", "tail": "pet"}
+{"relation": "IsA", "head": "tennis", "tail": "sport"}
+{"relation": "IsA", "head": "lion", "tail": "animal"}
+{"relation": "IsA", "head": "statue of liberty", "tail": "gift from france"}
+{"relation": "HasA", "head": "bird", "tail": "feather"}
+{"relation": "CapableOf", "head": "teacher", "tail": "school student"}
+{"relation": "UsedFor", "head": "pool", "tail": "swim"}
+{"relation": "UsedFor", "head": "wing", "tail": "fly"}
+{"relation": "AtLocation", "head": "shoe", "tail": "closet"}
+{"relation": "HasSubevent", "head": "sleep", "tail": "snore"}
+{"relation": "CapableOf", "head": "human", "tail": "die only once"}
+{"relation": "HasPrerequisite", "head": "have checkup", "tail": "go to doctor"}
+{"relation": "HasPrerequisite", "head": "have haircut", "tail": "go to barber"}
+{"relation": "UsedFor", "head": "bus stop", "tail": "wait for bus"}
+{"relation": "UsedFor", "head": "book", "tail": "learn"}
+{"relation": "AtLocation", "head": "chair", "tail": "office"}
+{"relation": "UsedFor", "head": "see", "tail": "cut wood"}
+{"relation": "HasA", "head": "plant", "tail": "leave"}
+{"relation": "ReceivesAction", "head": "book", "tail": "read"}
+{"relation": "CapableOf", "head": "pilot", "tail": "land plane"}
+{"relation": "NotCapableOf", "head": "person", "tail": "fly"}
+{"relation": "HasProperty", "head": "doctor", "tail": "smart"}
+{"relation": "HasPrerequisite", "head": "see exhibit", "tail": "go to museum"}
+{"relation": "CapableOf", "head": "cup", "tail": "hold liquid"}
+{"relation": "AtLocation", "head": "food", "tail": "refrigerator"}
+{"relation": "MadeOf", "head": "car", "tail": "metal"}
+{"relation": "IsA", "head": "trout", "tail": "fish"}
+{"relation": "MadeOf", "head": "cheese", "tail": "milk"}
+{"relation": "HasProperty", "head": "sunset", "tail": "pretty"}
+{"relation": "HasPrerequisite", "head": "see band", "tail": "buy ticket"}
+{"relation": "HasA", "head": "car", "tail": "seat"}
+{"relation": "CapableOf", "head": "boy", "tail": "date girl"}
+{"relation": "NotCapableOf", "head": "penguin", "tail": "fly"}
+{"relation": "Causes", "head": "read", "tail": "learn"}
+{"relation": "Causes", "head": "do housework", "tail": "have clean house"}
+{"relation": "UsedFor", "head": "bed", "tail": "have sex"}
+{"relation": "IsA", "head": "turtle", "tail": "reptile"}
+{"relation": "UsedFor", "head": "match", "tail": "start fire"}
+{"relation": "UsedFor", "head": "carpet", "tail": "cover floor"}
+{"relation": "AtLocation", "head": "knife", "tail": "kitchen"}
+{"relation": "HasSubevent", "head": "eat", "tail": "chew"}
+{"relation": "IsA", "head": "sex", "tail": "activity"}
+{"relation": "IsA", "head": "vegetable", "tail": "food"}
+{"relation": "PartOf", "head": "toe", "tail": "foot"}
+{"relation": "UsedFor", "head": "book", "tail": "read"}
+{"relation": "CapableOf", "head": "pilot", "tail": "fly airplane"}
+{"relation": "IsA", "head": "statue of liberty", "tail": "in new york"}
+{"relation": "HasPrerequisite", "head": "maintain muscle strength", "tail": "exercise"}
+{"relation": "HasA", "head": "guitar", "tail": "six string"}
+{"relation": "CapableOf", "head": "magician", "tail": "fool audience"}
+{"relation": "HasPrerequisite", "head": "listen to music", "tail": "turn on radio"}
+{"relation": "IsA", "head": "doll", "tail": "toy"}
+{"relation": "HasA", "head": "ocean", "tail": "salt water"}
+{"relation": "HasPrerequisite", "head": "commit perjury", "tail": "lie"}
+{"relation": "UsedFor", "head": "cloth", "tail": "clean"}
+{"relation": "CapableOf", "head": "key", "tail": "open door"}
+{"relation": "UsedFor", "head": "cloth", "tail": "make clothe"}
+{"relation": "Causes", "head": "smoke", "tail": "lung cancer"}
+{"relation": "HasPrerequisite", "head": "buy something", "tail": "have money"}
+{"relation": "HasPrerequisite", "head": "sleep", "tail": "close your eye"}
+{"relation": "AtLocation", "head": "pen", "tail": "office"}
+{"relation": "IsA", "head": "rock", "tail": "music"}
+{"relation": "UsedFor", "head": "pan", "tail": "cook"}
+{"relation": "Causes", "head": "exercise", "tail": "sweat"}
+{"relation": "CapableOf", "head": "student", "tail": "study"}
+{"relation": "AtLocation", "head": "car", "tail": "park lot"}
+{"relation": "AtLocation", "head": "bird", "tail": "sky"}
+{"relation": "AtLocation", "head": "book", "tail": "library"}
+{"relation": "IsA", "head": "venus", "tail": "planet"}
+{"relation": "HasA", "head": "swiss cheese", "tail": "hole"}
+{"relation": "HasProperty", "head": "fruit", "tail": "good for you"}
+{"relation": "UsedFor", "head": "boat", "tail": "travel on water"}
+{"relation": "AtLocation", "head": "seven day", "tail": "week"}
+{"relation": "HasPrerequisite", "head": "have physical exam", "tail": "go to doctor"}
+{"relation": "IsA", "head": "rain", "tail": "water"}
+{"relation": "CapableOf", "head": "host", "tail": "welcome guest"}
+{"relation": "CapableOf", "head": "key", "tail": "open lock"}
+{"relation": "UsedFor", "head": "saddle", "tail": "ride horse"}
+{"relation": "CausesDesire", "head": "love", "tail": "kiss someone"}
+{"relation": "HasSubevent", "head": "tickle", "tail": "laugh"}
+{"relation": "AtLocation", "head": "bookshelf", "tail": "library"}
+{"relation": "AtLocation", "head": "carpet", "tail": "house"}
+{"relation": "AtLocation", "head": "glass", "tail": "cupboard"}
+{"relation": "AtLocation", "head": "shirt", "tail": "closet"}
+{"relation": "HasProperty", "head": "apple", "tail": "green"}
+{"relation": "IsA", "head": "peach", "tail": "fruit"}
+{"relation": "UsedFor", "head": "book", "tail": "study"}
+{"relation": "IsA", "head": "silver", "tail": "metal"}
+{"relation": "IsA", "head": "finch", "tail": "bird"}
+{"relation": "CapableOf", "head": "cat", "tail": "drink water"}
+{"relation": "HasA", "head": "tree", "tail": "leave"}
+{"relation": "HasA", "head": "horse", "tail": "four leg"}
+{"relation": "AtLocation", "head": "seven continent", "tail": "earth"}
+{"relation": "IsA", "head": "corn", "tail": "vegetable"}
+{"relation": "IsA", "head": "murder", "tail": "crime"}
+{"relation": "AtLocation", "head": "shingle", "tail": "roof"}
+{"relation": "HasPrerequisite", "head": "diminish your own hunger", "tail": "eat"}
+{"relation": "AtLocation", "head": "someone", "tail": "hospital"}
+{"relation": "HasSubevent", "head": "start family", "tail": "have sex"}
+{"relation": "UsedFor", "head": "fruit", "tail": "eat"}
+{"relation": "HasPrerequisite", "head": "have checkup", "tail": "make doctor appointment"}
+{"relation": "AtLocation", "head": "bicycle", "tail": "garage"}
+{"relation": "AtLocation", "head": "money", "tail": "bank"}
+{"relation": "AtLocation", "head": "cat", "tail": "bed"}
+{"relation": "AtLocation", "head": "water", "tail": "river"}
+{"relation": "IsA", "head": "golden retriever", "tail": "dog"}
+{"relation": "IsA", "head": "blue", "tail": "color"}
+{"relation": "CapableOf", "head": "chicken", "tail": "lie egg"}
+{"relation": "AtLocation", "head": "bed", "tail": "bedroom"}
+{"relation": "IsA", "head": "iron", "tail": "metal"}
+{"relation": "IsA", "head": "java", "tail": "program language"}
+{"relation": "IsA", "head": "ostrich", "tail": "bird"}
+{"relation": "IsA", "head": "ant", "tail": "insect"}
+{"relation": "HasA", "head": "house", "tail": "window"}
+{"relation": "HasA", "head": "car", "tail": "four wheel"}
+{"relation": "AtLocation", "head": "jellyfish", "tail": "most ocean"}
+{"relation": "CapableOf", "head": "dog", "tail": "guide blind person"}
+{"relation": "AtLocation", "head": "boat", "tail": "water"}
+{"relation": "HasA", "head": "earth", "tail": "one moon"}
+{"relation": "HasA", "head": "bicycle", "tail": "two wheel"}
+{"relation": "HasPrerequisite", "head": "go to sport event", "tail": "buy ticket"}
+{"relation": "HasPrerequisite", "head": "dream", "tail": "sleep"}
+{"relation": "IsA", "head": "music", "tail": "sound"}
+{"relation": "IsA", "head": "saxophone", "tail": "musical instrument"}
+{"relation": "Causes", "head": "light match", "tail": "fire"}
+{"relation": "CapableOf", "head": "dealer", "tail": "deal card"}
+{"relation": "HasPrerequisite", "head": "go to bed", "tail": "turn off light"}
+{"relation": "IsA", "head": "chicken", "tail": "food"}
+{"relation": "UsedFor", "head": "voice", "tail": "sing"}
+{"relation": "UsedFor", "head": "computer", "tail": "play game"}
+{"relation": "HasProperty", "head": "earth", "tail": "spherical"}
+{"relation": "AtLocation", "head": "elephant", "tail": "zoo"}
+{"relation": "AtLocation", "head": "prisoner", "tail": "jail"}
+{"relation": "UsedFor", "head": "key", "tail": "open door"}
+{"relation": "IsA", "head": "apple", "tail": "fruit"}
+{"relation": "AtLocation", "head": "airplane", "tail": "sky"}
+{"relation": "Desires", "head": "child", "tail": "play with toy"}
+{"relation": "Causes", "head": "go to get haircut", "tail": "your hair will be short"}
+{"relation": "MotivatedByGoal", "head": "play", "tail": "have some fun"}
+{"relation": "CapableOf", "head": "man", "tail": "father child"}
+{"relation": "IsA", "head": "biology", "tail": "science"}
+{"relation": "HasPrerequisite", "head": "exercise", "tail": "energy"}
+{"relation": "CapableOf", "head": "dog", "tail": "guard house"}
+{"relation": "AtLocation", "head": "tile", "tail": "roof"}
+{"relation": "IsA", "head": "telephone", "tail": "communication device"}
+{"relation": "AtLocation", "head": "plate", "tail": "cupboard"}
+{"relation": "HasA", "head": "fruit", "tail": "seed"}
+{"relation": "IsA", "head": "mastercard", "tail": "credit card"}
+{"relation": "Causes", "head": "fall", "tail": "injury"}
+{"relation": "HasSubevent", "head": "stop your bicycle", "tail": "apply brake"}
+{"relation": "IsA", "head": "mushroom", "tail": "fungus"}
+{"relation": "MotivatedByGoal", "head": "read newspaper", "tail": "be inform"}
+{"relation": "CapableOf", "head": "clock", "tail": "tell time"}
+{"relation": "HasSubevent", "head": "run", "tail": "sweat"}
+{"relation": "CapableOf", "head": "cat", "tail": "eat mouse"}
+{"relation": "IsA", "head": "pistol", "tail": "gun"}
+{"relation": "UsedFor", "head": "glass", "tail": "drink"}
+{"relation": "UsedFor", "head": "play sport", "tail": "fun"}
+{"relation": "AtLocation", "head": "human", "tail": "school"}
+{"relation": "AtLocation", "head": "literature", "tail": "library"}
+{"relation": "AtLocation", "head": "glass", "tail": "cabinet"}
+{"relation": "AtLocation", "head": "cat", "tail": "lap"}
+{"relation": "UsedFor", "head": "jump rope", "tail": "exercise"}
+{"relation": "Causes", "head": "play", "tail": "fun"}
+{"relation": "IsA", "head": "poodle", "tail": "dog"}
+{"relation": "IsA", "head": "dolphin", "tail": "mammal"}
+{"relation": "AtLocation", "head": "nurse", "tail": "hospital"}
+{"relation": "IsA", "head": "pineapple", "tail": "fruit"}
+{"relation": "Causes", "head": "kill", "tail": "death"}
+{"relation": "PartOf", "head": "finger", "tail": "hand"}
+{"relation": "PartOf", "head": "page", "tail": "book"}
+{"relation": "AtLocation", "head": "star", "tail": "space"}
+{"relation": "HasSubevent", "head": "bury cat", "tail": "dig hole"}
+{"relation": "IsA", "head": "goldfish", "tail": "carp"}
+{"relation": "HasA", "head": "dice", "tail": "six side"}
+{"relation": "HasSubevent", "head": "light fire", "tail": "strike match"}
+{"relation": "HasSubevent", "head": "wash your car", "tail": "get wet"}
+{"relation": "AtLocation", "head": "chimney", "tail": "roof"}
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+{"relation": "CapableOf", "head": "student", "tail": "master subject"}
+{"relation": "HasPrerequisite", "head": "eat breakfast", "tail": "wake up"}
+{"relation": "HasProperty", "head": "apple", "tail": "good for you"}
+{"relation": "UsedFor", "head": "soap", "tail": "wash yourself"}
+{"relation": "IsA", "head": "corn", "tail": "food"}
+{"relation": "HasProperty", "head": "glass", "tail": "half full"}
+{"relation": "IsA", "head": "high rise", "tail": "build"}
+{"relation": "UsedFor", "head": "go to party", "tail": "fun"}
+{"relation": "HasPrerequisite", "head": "program", "tail": "learn program language"}
+{"relation": "CreatedBy", "head": "music", "tail": "composer"}
+{"relation": "AtLocation", "head": "sock", "tail": "sock drawer"}
+{"relation": "CapableOf", "head": "policeman", "tail": "direct traffic"}
+{"relation": "HasProperty", "head": "paper", "tail": "recyclable"}
+{"relation": "IsA", "head": "chicken", "tail": "meat"}
+{"relation": "IsA", "head": "sofa", "tail": "sit on"}
+{"relation": "HasPrerequisite", "head": "see art", "tail": "go to museum"}
+{"relation": "HasPrerequisite", "head": "go for haircut", "tail": "find barber"}
+{"relation": "CapableOf", "head": "knife", "tail": "spread peanut butter"}
+{"relation": "IsA", "head": "classroom", "tail": "in school"}
+{"relation": "AtLocation", "head": "floor", "tail": "carpet"}
+{"relation": "CapableOf", "head": "clerk", "tail": "stock shelve"}
+{"relation": "AtLocation", "head": "bunsen burner", "tail": "chemistry lab"}
+{"relation": "AtLocation", "head": "horse", "tail": "race track"}
+{"relation": "AtLocation", "head": "rope", "tail": "boat"}
+{"relation": "CapableOf", "head": "police officer", "tail": "direct traffic"}
+{"relation": "HasProperty", "head": "dog", "tail": "very loyal"}
+{"relation": "HasSubevent", "head": "read", "tail": "learn"}
+{"relation": "UsedFor", "head": "bridge", "tail": "cross river"}
+{"relation": "HasA", "head": "cat", "tail": "claw"}
+{"relation": "AtLocation", "head": "puck", "tail": "hockey game"}
+{"relation": "AtLocation", "head": "bill", "tail": "mail box"}
+{"relation": "CapableOf", "head": "grocer", "tail": "stock shelve"}
+{"relation": "CapableOf", "head": "person", "tail": "shoulder burden"}
+{"relation": "HasPrerequisite", "head": "watch even news", "tail": "turn on tv"}
+{"relation": "HasSubevent", "head": "have epileptic fit", "tail": "fall down"}
+{"relation": "AtLocation", "head": "bell", "tail": "church"}
+{"relation": "HasPrerequisite", "head": "reproduce", "tail": "find mate"}
+{"relation": "AtLocation", "head": "book", "tail": "backpack"}
+{"relation": "AtLocation", "head": "movie", "tail": "theater"}
+{"relation": "HasSubevent", "head": "have nervous breakdown", "tail": "cry"}
+{"relation": "HasPrerequisite", "head": "get some money from someone", "tail": "ask"}
+{"relation": "NotCapableOf", "head": "deaf person", "tail": "hear"}
+{"relation": "UsedFor", "head": "floor", "tail": "walk"}
+{"relation": "CapableOf", "head": "woman", "tail": "mother child"}
+{"relation": "HasSubevent", "head": "go for swim", "tail": "drown"}
+{"relation": "AtLocation", "head": "actor", "tail": "movie"}
+{"relation": "CapableOf", "head": "match", "tail": "light fire"}
+{"relation": "HasPrerequisite", "head": "empty your bladder", "tail": "go to toilet"}
+{"relation": "ReceivesAction", "head": "tank", "tail": "use in war"}
+{"relation": "CapableOf", "head": "car", "tail": "slow down"}
+{"relation": "CapableOf", "head": "nurse", "tail": "care for patient"}
+{"relation": "CapableOf", "head": "detective", "tail": "tail suspect"}
+{"relation": "UsedFor", "head": "contraceptive", "tail": "prevent pregnancy"}
+{"relation": "HasProperty", "head": "grain of sand", "tail": "very small"}
+{"relation": "Causes", "head": "wait in line", "tail": "boredom"}
+{"relation": "CapableOf", "head": "visitor", "tail": "ring doorbell"}
+{"relation": "AtLocation", "head": "knife", "tail": "drawer"}
+{"relation": "AtLocation", "head": "gideon bible", "tail": "motel"}
+{"relation": "UsedFor", "head": "towel bar", "tail": "hang towel"}
+{"relation": "ReceivesAction", "head": "some plastic", "tail": "recycle"}
+{"relation": "CapableOf", "head": "passenger", "tail": "board train"}
+{"relation": "HasPrerequisite", "head": "sew", "tail": "thread needle"}
+{"relation": "HasPrerequisite", "head": "think", "tail": "brain"}
+{"relation": "AtLocation", "head": "clothe", "tail": "store"}
+{"relation": "UsedFor", "head": "typewriter", "tail": "type letter"}
+{"relation": "AtLocation", "head": "rack", "tail": "oven"}
+{"relation": "HasProperty", "head": "party", "tail": "fun"}
+{"relation": "HasProperty", "head": "fire engine", "tail": "red"}
+{"relation": "IsA", "head": "dog", "tail": "canine"}
+{"relation": "HasPrerequisite", "head": "watch television show", "tail": "turn on tv"}
+{"relation": "HasSubevent", "head": "go to hairdresser", "tail": "get haircut"}
+{"relation": "AtLocation", "head": "something", "tail": "sea"}
+{"relation": "AtLocation", "head": "something", "tail": "refrigerator"}
+{"relation": "IsA", "head": "soda", "tail": "drink"}
+{"relation": "UsedFor", "head": "spanish restaurant", "tail": "eat spanish food"}
+{"relation": "IsA", "head": "pocket knife", "tail": "useful tool"}
+{"relation": "HasSubevent", "head": "enjoy film", "tail": "eat popcorn"}
+{"relation": "HasPrerequisite", "head": "ski", "tail": "snow"}
+{"relation": "HasA", "head": "two person", "tail": "sex"}
+{"relation": "Causes", "head": "chat with friend", "tail": "laughter"}
+{"relation": "CapableOf", "head": "vintner", "tail": "bottle wine"}
+{"relation": "IsA", "head": "love", "tail": "feel"}
+{"relation": "AtLocation", "head": "someone", "tail": "shop"}
+{"relation": "CapableOf", "head": "dog", "tail": "guard your house"}
+{"relation": "HasSubevent", "head": "watch tv", "tail": "fall asleep"}
+{"relation": "CapableOf", "head": "plane", "tail": "crash"}
+{"relation": "HasProperty", "head": "canada", "tail": "north of unite state"}
+{"relation": "Causes", "head": "relax", "tail": "sleep"}
+{"relation": "IsA", "head": "banjo", "tail": "string instrument"}
+{"relation": "IsA", "head": "guitare", "tail": "instrument"}
+{"relation": "HasSubevent", "head": "diminish your own hunger", "tail": "eat"}
+{"relation": "HasSubevent", "head": "express how funny something", "tail": "be laugh"}
+{"relation": "HasPrerequisite", "head": "chop firewood", "tail": "axe"}
+{"relation": "HasSubevent", "head": "play frisbee", "tail": "catch frisbee"}
+{"relation": "HasPrerequisite", "head": "stop your car", "tail": "press brake"}
+{"relation": "Causes", "head": "bathe", "tail": "be clean"}
+{"relation": "IsA", "head": "stone", "tail": "another word for rock"}
+{"relation": "IsA", "head": "baseball", "tail": "american pastime"}
+{"relation": "IsA", "head": "beanie", "tail": "hat"}
+{"relation": "MadeOf", "head": "cowboy boot", "tail": "leather"}
+{"relation": "HasProperty", "head": "rubber duck", "tail": "yellow"}
+{"relation": "HasProperty", "head": "baby animal", "tail": "cute"}
+{"relation": "IsA", "head": "fedora", "tail": "hat"}
+{"relation": "HasSubevent", "head": "play ball", "tail": "catch ball"}
+{"relation": "IsA", "head": "shotgun", "tail": "gun"}
+{"relation": "HasPrerequisite", "head": "gather energy for tomorrow", "tail": "sleep"}
+{"relation": "HasPrerequisite", "head": "have examination", "tail": "see doctor"}
+{"relation": "CapableOf", "head": "plane", "tail": "arrive at airport"}
+{"relation": "HasPrerequisite", "head": "get up early", "tail": "go to bed early"}
+{"relation": "HasPrerequisite", "head": "make friend", "tail": "smile"}
+{"relation": "Desires", "head": "person", "tail": "laugh"}
+{"relation": "IsA", "head": "new york", "tail": "state"}
+{"relation": "IsA", "head": "clarinet", "tail": "instrument"}
+{"relation": "Causes", "head": "reproduce", "tail": "child"}
+{"relation": "IsA", "head": "bean", "tail": "vegetable"}
+{"relation": "HasSubevent", "head": "play basketball", "tail": "dribble"}
+{"relation": "CapableOf", "head": "camper", "tail": "sleep in tent"}
+{"relation": "HasPrerequisite", "head": "hear news", "tail": "turn on tv"}
+{"relation": "UsedFor", "head": "hill", "tail": "climb"}
+{"relation": "UsedFor", "head": "comb", "tail": "style hair"}
+{"relation": "CapableOf", "head": "turtle", "tail": "live long time"}
+{"relation": "UsedFor", "head": "tie your shoelace", "tail": "keep your shoe on"}
+{"relation": "HasPrerequisite", "head": "paint house", "tail": "ladder"}
+{"relation": "CapableOf", "head": "woman", "tail": "wear dress"}
+{"relation": "CapableOf", "head": "president", "tail": "govern country"}
+{"relation": "UsedFor", "head": "piggy bank", "tail": "save money"}
+{"relation": "UsedFor", "head": "think", "tail": "solve problem"}
+{"relation": "HasPrerequisite", "head": "watch television", "tail": "turn television on"}
+{"relation": "UsedFor", "head": "sofa bed", "tail": "sleep on"}
+{"relation": "HasPrerequisite", "head": "buy food", "tail": "go to store"}
+{"relation": "UsedFor", "head": "towel rack", "tail": "hold towel"}
+{"relation": "UsedFor", "head": "brownstone", "tail": "live in"}
+{"relation": "CapableOf", "head": "lawyer", "tail": "settle lawsuit"}
+{"relation": "UsedFor", "head": "fork", "tail": "eat food"}
+{"relation": "AtLocation", "head": "egg", "tail": "supermarket"}
+{"relation": "AtLocation", "head": "sun", "tail": "center of solar system"}
+{"relation": "AtLocation", "head": "tenor", "tail": "opera"}
+{"relation": "AtLocation", "head": "audience", "tail": "theatre"}
+{"relation": "AtLocation", "head": "human", "tail": "church"}
+{"relation": "AtLocation", "head": "staple", "tail": "stapler"}
+{"relation": "AtLocation", "head": "key", "tail": "purse"}
+{"relation": "AtLocation", "head": "trash", "tail": "dumpster"}
+{"relation": "AtLocation", "head": "city", "tail": "county"}
+{"relation": "AtLocation", "head": "shop basket", "tail": "supermarket"}
+{"relation": "AtLocation", "head": "science", "tail": "university"}
+{"relation": "AtLocation", "head": "closet", "tail": "bedroom"}
+{"relation": "AtLocation", "head": "foot", "tail": "shoe"}
+{"relation": "AtLocation", "head": "cavity", "tail": "tooth"}
+{"relation": "AtLocation", "head": "statue", "tail": "museum"}
+{"relation": "Desires", "head": "person", "tail": "feel important"}
+{"relation": "CreatedBy", "head": "book", "tail": "writer"}
+{"relation": "IsA", "head": "xylophone", "tail": "percussion instrument"}
+{"relation": "UsedFor", "head": "broom", "tail": "sweep"}
+{"relation": "UsedFor", "head": "knife", "tail": "stab"}
+{"relation": "IsA", "head": "english", "tail": "language"}
+{"relation": "HasProperty", "head": "lemon", "tail": "sour"}
+{"relation": "PartOf", "head": "trigger", "tail": "gun"}
+{"relation": "UsedFor", "head": "baseball", "tail": "play baseball"}
+{"relation": "AtLocation", "head": "table", "tail": "kitchen"}
+{"relation": "HasProperty", "head": "oil", "tail": "slippery"}
+{"relation": "UsedFor", "head": "cup", "tail": "drink"}
+{"relation": "AtLocation", "head": "tree", "tail": "forest"}
+{"relation": "MadeOf", "head": "pencil", "tail": "wood"}
+{"relation": "IsA", "head": "london", "tail": "city"}
+{"relation": "IsA", "head": "swim", "tail": "sport"}
+{"relation": "CapableOf", "head": "child", "tail": "play"}
+{"relation": "PartOf", "head": "door", "tail": "house"}
+{"relation": "UsedFor", "head": "pot", "tail": "cook"}
+{"relation": "HasProperty", "head": "rock", "tail": "heavy"}
+{"relation": "PartOf", "head": "palm", "tail": "hand"}
+{"relation": "MadeOf", "head": "coffee", "tail": "coffee bean"}
+{"relation": "HasProperty", "head": "paper", "tail": "white"}
+{"relation": "IsA", "head": "fish", "tail": "animal"}
+{"relation": "MadeOf", "head": "jean", "tail": "denim"}
+{"relation": "HasProperty", "head": "fruit", "tail": "edible"}
+{"relation": "IsA", "head": "robot", "tail": "machine"}
+{"relation": "CapableOf", "head": "pilot", "tail": "fly helicopter"}
+{"relation": "IsA", "head": "backgammon", "tail": "game"}
+{"relation": "IsA", "head": "jupiter", "tail": "planet"}
+{"relation": "IsA", "head": "lake", "tail": "body of water"}
+{"relation": "IsA", "head": "spider", "tail": "arachnid"}
+{"relation": "IsA", "head": "whale", "tail": "mammal"}
+{"relation": "IsA", "head": "beaver", "tail": "mammal"}
+{"relation": "IsA", "head": "pheasant", "tail": "bird"}
+{"relation": "IsA", "head": "crow", "tail": "bird"}
+{"relation": "IsA", "head": "hawk", "tail": "bird"}
+{"relation": "IsA", "head": "goose", "tail": "bird"}
+{"relation": "IsA", "head": "perl", "tail": "program language"}
+{"relation": "IsA", "head": "c", "tail": "program language"}
+{"relation": "CapableOf", "head": "bird", "tail": "sing"}
+{"relation": "Causes", "head": "sex", "tail": "orgasm"}
+{"relation": "AtLocation", "head": "fish", "tail": "aquarium"}
+{"relation": "Desires", "head": "dog", "tail": "chew on bone"}
+{"relation": "NotCapableOf", "head": "dog", "tail": "sweat"}
+{"relation": "IsA", "head": "cat", "tail": "carnivore"}
+{"relation": "HasPrerequisite", "head": "buy present for others", "tail": "have money"}
+{"relation": "AtLocation", "head": "twenty four hour", "tail": "day"}
+{"relation": "AtLocation", "head": "phone", "tail": "your desk"}
+{"relation": "NotCapableOf", "head": "atheist", "tail": "believe in god"}
+{"relation": "UsedFor", "head": "dog", "tail": "companionship"}
+{"relation": "AtLocation", "head": "college", "tail": "city"}
+{"relation": "AtLocation", "head": "feather", "tail": "bird"}
+{"relation": "UsedFor", "head": "shovel", "tail": "dig hole"}
+{"relation": "UsedFor", "head": "soap", "tail": "clean something"}
+{"relation": "HasProperty", "head": "apple", "tail": "good to eat"}
+{"relation": "HasSubevent", "head": "eat breakfast in bed", "tail": "watch tv"}
+{"relation": "HasSubevent", "head": "commit to memory", "tail": "repeat"}
+{"relation": "HasPrerequisite", "head": "learn", "tail": "study"}
+{"relation": "IsA", "head": "unix", "tail": "operate system"}
+{"relation": "IsA", "head": "unix", "tail": "system"}
+{"relation": "HasPrerequisite", "head": "write term paper", "tail": "research"}
+{"relation": "ReceivesAction", "head": "sailboat", "tail": "propel by wind"}
+{"relation": "DefinedAs", "head": "kitten", "tail": "baby cat"}
+{"relation": "HasSubevent", "head": "pray", "tail": "kneel down"}
+{"relation": "HasPrerequisite", "head": "shop", "tail": "have money"}
+{"relation": "HasProperty", "head": "kill", "tail": "wrong"}
+{"relation": "UsedFor", "head": "bottle", "tail": "store liquid"}
+{"relation": "HasPrerequisite", "head": "sleep", "tail": "get in bed"}
+{"relation": "HasProperty", "head": "music", "tail": "relax"}
+{"relation": "HasProperty", "head": "men and woman", "tail": "different"}
+{"relation": "AtLocation", "head": "tongue", "tail": "your mouth"}
+{"relation": "AtLocation", "head": "plate", "tail": "kitchen"}
+{"relation": "HasPrerequisite", "head": "become inebriate", "tail": "drink alcohol"}
+{"relation": "HasProperty", "head": "sail", "tail": "fun"}
+{"relation": "IsA", "head": "boy", "tail": "young man"}
+{"relation": "IsA", "head": "beer", "tail": "alcoholic beverage"}
+{"relation": "HasPrerequisite", "head": "study", "tail": "concentration"}
+{"relation": "IsA", "head": "city", "tail": "place"}
+{"relation": "Causes", "head": "fart", "tail": "bad smell"}
+{"relation": "Causes", "head": "smoke cigarette", "tail": "lung cancer"}
+{"relation": "HasPrerequisite", "head": "compete against someone", "tail": "enter competition"}
+{"relation": "AtLocation", "head": "roof tile", "tail": "roof"}
+{"relation": "UsedFor", "head": "toothbrush", "tail": "clean your tooth"}
+{"relation": "HasPrerequisite", "head": "go to performance", "tail": "buy ticket"}
+{"relation": "HasPrerequisite", "head": "create idea", "tail": "think"}
+{"relation": "HasPrerequisite", "head": "surprise someone", "tail": "hide"}
+{"relation": "HasSubevent", "head": "meet interest person", "tail": "talk to them"}
+{"relation": "HasPrerequisite", "head": "take phone call", "tail": "pick up phone"}
+{"relation": "HasPrerequisite", "head": "reach tentative agreement", "tail": "compromise"}
+{"relation": "HasSubevent", "head": "lie", "tail": "you feel guilty"}
+{"relation": "UsedFor", "head": "key chain", "tail": "keep key together"}
+{"relation": "AtLocation", "head": "foot", "tail": "desk"}
+{"relation": "IsA", "head": "pea", "tail": "vegetable"}
+{"relation": "HasSubevent", "head": "compete", "tail": "you lose"}
+{"relation": "CapableOf", "head": "submarine", "tail": "travel under water"}
+{"relation": "HasPrerequisite", "head": "watch even news", "tail": "turn on television"}
+{"relation": "HasSubevent", "head": "play", "tail": "have fun"}
+{"relation": "HasPrerequisite", "head": "have bath", "tail": "fill tub with water"}
+{"relation": "AtLocation", "head": "apple", "tail": "apple tree"}
+{"relation": "IsA", "head": "slave", "tail": "person"}
+{"relation": "HasSubevent", "head": "drive", "tail": "listen to radio"}
+{"relation": "UsedFor", "head": "restaurant", "tail": "eat out"}
+{"relation": "HasA", "head": "chess board", "tail": "64 square"}
+{"relation": "AtLocation", "head": "school", "tail": "city"}
+{"relation": "HasSubevent", "head": "chat with friend", "tail": "laugh"}
+{"relation": "HasSubevent", "head": "have bath", "tail": "get wet"}
+{"relation": "AtLocation", "head": "baggage", "tail": "airport"}
+{"relation": "HasSubevent", "head": "paint picture", "tail": "look at model"}
+{"relation": "HasSubevent", "head": "relax", "tail": "sleep"}
+{"relation": "AtLocation", "head": "cookie", "tail": "jar"}
+{"relation": "CapableOf", "head": "baby", "tail": "cry loud"}
+{"relation": "Causes", "head": "strike match", "tail": "fire"}
+{"relation": "CapableOf", "head": "banker", "tail": "lend money"}
+{"relation": "HasPrerequisite", "head": "bury cat", "tail": "dig hole"}
+{"relation": "HasPrerequisite", "head": "earn live", "tail": "work"}
+{"relation": "AtLocation", "head": "twenty-four hour", "tail": "day"}
+{"relation": "CapableOf", "head": "person", "tail": "board plane"}
+{"relation": "AtLocation", "head": "furnace", "tail": "basement"}
+{"relation": "UsedFor", "head": "play sport", "tail": "competition"}
+{"relation": "UsedFor", "head": "stair", "tail": "climb"}
+{"relation": "UsedFor", "head": "park lot", "tail": "park car"}
+{"relation": "CapableOf", "head": "terrorist", "tail": "arm bomb"}
+{"relation": "UsedFor", "head": "wood", "tail": "fence in property"}
+{"relation": "UsedFor", "head": "pool", "tail": "get out of heat"}
+{"relation": "HasPrerequisite", "head": "play game", "tail": "learn rule"}
+{"relation": "HasA", "head": "duck", "tail": "web foot"}
+{"relation": "HasSubevent", "head": "play basketball", "tail": "score point"}
+{"relation": "CapableOf", "head": "ball", "tail": "roll down hill"}
+{"relation": "AtLocation", "head": "stethoscope", "tail": "doctor"}
+{"relation": "HasSubevent", "head": "make patchwork quilt", "tail": "sew"}
+{"relation": "AtLocation", "head": "leave", "tail": "tree"}
+{"relation": "HasA", "head": "plant", "tail": "green leave"}
+{"relation": "HasPrerequisite", "head": "pay bill", "tail": "have money"}
+{"relation": "UsedFor", "head": "skin", "tail": "cover body"}
+{"relation": "IsA", "head": "spanish", "tail": "language"}

dataset/train.jsonl

@@ -0,0 +1,600 @@
+{"relation": "IsA", "head": "tool", "tail": "object"}
+{"relation": "AtLocation", "head": "ferret", "tail": "pet store"}
+{"relation": "HasPrerequisite", "head": "get onto web", "tail": "turn on your computer"}
+{"relation": "IsA", "head": "helium", "tail": "gas"}
+{"relation": "HasProperty", "head": "most rock", "tail": "hard"}
+{"relation": "NotCapableOf", "head": "person", "tail": "walk on water"}
+{"relation": "ReceivesAction", "head": "necklace", "tail": "wear around neck"}
+{"relation": "HasA", "head": "human", "tail": "two leg"}
+{"relation": "UsedFor", "head": "go to pub", "tail": "have drink"}
+{"relation": "HasPrerequisite", "head": "bathe", "tail": "water"}
+{"relation": "AtLocation", "head": "someone", "tail": "desk"}
+{"relation": "HasProperty", "head": "exercise", "tail": "very good for you"}
+{"relation": "IsA", "head": "pet", "tail": "animal"}
+{"relation": "HasA", "head": "square", "tail": "four side"}
+{"relation": "AtLocation", "head": "26 letter", "tail": "english alphabet"}
+{"relation": "HasPrerequisite", "head": "see art", "tail": "go to art museum"}
+{"relation": "IsA", "head": "orange", "tail": "colour"}
+{"relation": "UsedFor", "head": "see", "tail": "cut"}
+{"relation": "CapableOf", "head": "comb", "tail": "part your hair"}
+{"relation": "HasSubevent", "head": "play lacrosse", "tail": "run"}
+{"relation": "Desires", "head": "person", "tail": "privacy"}
+{"relation": "AtLocation", "head": "cow", "tail": "countryside"}
+{"relation": "HasSubevent", "head": "go to pub", "tail": "have drink"}
+{"relation": "IsA", "head": "bus", "tail": "form of public transportation"}
+{"relation": "HasA", "head": "all car", "tail": "engine"}
+{"relation": "HasA", "head": "book", "tail": "information"}
+{"relation": "HasSubevent", "head": "maintain good health", "tail": "exercise"}
+{"relation": "Causes", "head": "urinate", "tail": "relief"}
+{"relation": "AtLocation", "head": "star", "tail": "outer space"}
+{"relation": "HasPrerequisite", "head": "bring suit", "tail": "hire lawyer"}
+{"relation": "CapableOf", "head": "guard", "tail": "sound alarm"}
+{"relation": "CapableOf", "head": "fruit", "tail": "grow on tree"}
+{"relation": "CapableOf", "head": "batter", "tail": "hit baseball"}
+{"relation": "AtLocation", "head": "ice cream", "tail": "freezer"}
+{"relation": "AtLocation", "head": "volume", "tail": "library"}
+{"relation": "UsedFor", "head": "bath", "tail": "relaxation"}
+{"relation": "UsedFor", "head": "show", "tail": "entertain"}
+{"relation": "AtLocation", "head": "death", "tail": "war"}
+{"relation": "AtLocation", "head": "seat", "tail": "movie"}
+{"relation": "AtLocation", "head": "pen", "tail": "pocket"}
+{"relation": "AtLocation", "head": "test tube", "tail": "chemistry lab"}
+{"relation": "AtLocation", "head": "planet", "tail": "universe"}
+{"relation": "AtLocation", "head": "classroom", "tail": "university"}
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+{"relation": "IsA", "head": "bread", "tail": "food"}
+{"relation": "AtLocation", "head": "doctor", "tail": "hospital"}
+{"relation": "PartOf", "head": "leg", "tail": "body"}
+{"relation": "HasProperty", "head": "summer", "tail": "hot"}
+{"relation": "AtLocation", "head": "sofa", "tail": "live room"}
+{"relation": "IsA", "head": "novel", "tail": "story"}
+{"relation": "PartOf", "head": "cover", "tail": "book"}
+{"relation": "IsA", "head": "owl", "tail": "bird"}
+{"relation": "HasProperty", "head": "sun", "tail": "hot"}
+{"relation": "IsA", "head": "lemon", "tail": "fruit"}
+{"relation": "IsA", "head": "africa", "tail": "continent"}
+{"relation": "IsA", "head": "ferret", "tail": "animal"}
+{"relation": "IsA", "head": "shark", "tail": "fish"}
+{"relation": "IsA", "head": "rodent", "tail": "mammal"}
+{"relation": "IsA", "head": "horse", "tail": "mammal"}
+{"relation": "IsA", "head": "penguin", "tail": "bird"}
+{"relation": "IsA", "head": "rat", "tail": "mammal"}
+{"relation": "IsA", "head": "tuna", "tail": "fish"}
+{"relation": "IsA", "head": "flamingo", "tail": "bird"}
+{"relation": "IsA", "head": "green", "tail": "colour"}
+{"relation": "IsA", "head": "catfish", "tail": "fish"}
+{"relation": "PartOf", "head": "sex", "tail": "reproductive cycle"}
+{"relation": "PartOf", "head": "chapter", "tail": "book"}
+{"relation": "IsA", "head": "man", "tail": "human"}
+{"relation": "UsedFor", "head": "pet", "tail": "companionship"}
+{"relation": "PartOf", "head": "proton", "tail": "atom"}
+{"relation": "AtLocation", "head": "fan", "tail": "stadium"}
+{"relation": "IsA", "head": "cheese", "tail": "dairy product"}
+{"relation": "IsA", "head": "ping pong", "tail": "call table tennis"}
+{"relation": "HasA", "head": "saw", "tail": "tooth"}
+{"relation": "ReceivesAction", "head": "book", "tail": "write by author"}
+{"relation": "IsA", "head": "war", "tail": "hell"}
+{"relation": "Desires", "head": "dog", "tail": "gnaw on bone"}
+{"relation": "HasProperty", "head": "some person", "tail": "superstitious"}
+{"relation": "IsA", "head": "horse", "tail": "jump"}
+{"relation": "HasProperty", "head": "some animal", "tail": "dangerous"}
+{"relation": "IsA", "head": "bagel", "tail": "food"}
+{"relation": "Desires", "head": "dog", "tail": "ride in car"}
+{"relation": "HasA", "head": "horse", "tail": "4 leg"}
+{"relation": "CapableOf", "head": "duck", "tail": "near water"}
+{"relation": "HasProperty", "head": "rollercoasters", "tail": "scary"}
+{"relation": "IsA", "head": "horse", "tail": "jump over fence"}
+{"relation": "IsA", "head": "chemistry", "tail": "science"}
+{"relation": "IsA", "head": "cappuccino", "tail": "drink"}
+{"relation": "HasA", "head": "person", "tail": "sex in bed"}
+{"relation": "IsA", "head": "ski", "tail": "activity"}
+{"relation": "IsA", "head": "paris", "tail": "in france"}
+{"relation": "AtLocation", "head": "food", "tail": "store"}
+{"relation": "HasA", "head": "fruit", "tail": "vitamin"}
+{"relation": "UsedFor", "head": "play sport", "tail": "excercise"}
+{"relation": "IsA", "head": "ignorance", "tail": "bliss"}
+{"relation": "Causes", "head": "sing", "tail": "happiness"}
+{"relation": "HasProperty", "head": "urine", "tail": "yellow"}
+{"relation": "HasProperty", "head": "ribbon", "tail": "yellow"}
+{"relation": "IsA", "head": "book", "tail": "often"}
+{"relation": "HasPrerequisite", "head": "go to play", "tail": "ticket"}
+{"relation": "CapableOf", "head": "person", "tail": "learn from each other"}
+{"relation": "HasPrerequisite", "head": "dance", "tail": "turn on music"}
+{"relation": "HasSubevent", "head": "visit art gallery", "tail": "look at paint"}
+{"relation": "UsedFor", "head": "jump out of window", "tail": "commit suicide"}
+{"relation": "IsA", "head": "happiness", "tail": "emotion"}
+{"relation": "HasA", "head": "coffee", "tail": "caffeine"}
+{"relation": "HasA", "head": "ear", "tail": "wax"}
+{"relation": "NotCapableOf", "head": "sound", "tail": "travel in space"}
+{"relation": "HasProperty", "head": "some men", "tail": "gay"}
+{"relation": "CapableOf", "head": "horse", "tail": "jump high"}
+{"relation": "CapableOf", "head": "dog", "tail": "smell drug"}
+{"relation": "HasSubevent", "head": "play hockey", "tail": "score goal"}
+{"relation": "CapableOf", "head": "male", "tail": "father child"}
+{"relation": "CapableOf", "head": "teacher", "tail": "fail student"}
+{"relation": "IsA", "head": "ice", "tail": "solid"}
+{"relation": "NotDesires", "head": "person", "tail": "lose his friend"}
+{"relation": "AtLocation", "head": "drunk", "tail": "bar"}
+{"relation": "HasPrerequisite", "head": "drive car", "tail": "get license"}
+{"relation": "HasSubevent", "head": "meet friend", "tail": "have sex"}
+{"relation": "Causes", "head": "take examination", "tail": "pass class"}
+{"relation": "Causes", "head": "buy beer", "tail": "get drunk"}
+{"relation": "IsA", "head": "germany", "tail": "in europe"}
+{"relation": "HasA", "head": "book", "tail": "word"}
+{"relation": "HasPrerequisite", "head": "spend money", "tail": "have money"}
+{"relation": "HasPrerequisite", "head": "take final", "tail": "attend class"}
+{"relation": "CapableOf", "head": "painter", "tail": "coat wall"}
+{"relation": "CapableOf", "head": "blanket", "tail": "cover bed"}
+{"relation": "HasA", "head": "toothbrush", "tail": "bristle"}
+{"relation": "CapableOf", "head": "cheese", "tail": "age well"}
+{"relation": "HasSubevent", "head": "pass course", "tail": "study"}
+{"relation": "IsA", "head": "spaniel", "tail": "dog"}
+{"relation": "Desires", "head": "dog", "tail": "catch frisbee"}
+{"relation": "HasProperty", "head": "dinner party", "tail": "fun"}
+{"relation": "CapableOf", "head": "person", "tail": "iron shirt"}
+{"relation": "HasPrerequisite", "head": "have fun", "tail": "play game"}
+{"relation": "CapableOf", "head": "car", "tail": "roll over"}
+{"relation": "CapableOf", "head": "hammer", "tail": "break glass"}
+{"relation": "IsA", "head": "michigan", "tail": "state"}
+{"relation": "HasPrerequisite", "head": "stop your car", "tail": "use brake"}
+{"relation": "HasProperty", "head": "build", "tail": "man make"}
+{"relation": "CapableOf", "head": "gardener", "tail": "water flower"}
+{"relation": "IsA", "head": "dog", "tail": "good friend"}
+{"relation": "AtLocation", "head": "puzzle", "tail": "newspaper"}
+{"relation": "HasSubevent", "head": "eat apple", "tail": "chew"}
+{"relation": "HasPrerequisite", "head": "bring home some fish", "tail": "go to fish market"}
+{"relation": "NotMadeOf", "head": "moon", "tail": "green cheese"}
+{"relation": "IsA", "head": "play", "tail": "form of entertainment"}
+{"relation": "AtLocation", "head": "24 hour", "tail": "day"}
+{"relation": "AtLocation", "head": "60 second", "tail": "minute"}
+{"relation": "IsA", "head": "mother", "tail": "woman"}
+{"relation": "AtLocation", "head": "shampoo", "tail": "shower"}
+{"relation": "CapableOf", "head": "employer", "tail": "pay employee"}
+{"relation": "IsA", "head": "baby", "tail": "very young child"}
+{"relation": "IsA", "head": "wine", "tail": "alcoholic beverage"}
+{"relation": "IsA", "head": "write", "tail": "form of communication"}
+{"relation": "HasPrerequisite", "head": "pass your university exam", "tail": "just study"}
+{"relation": "Desires", "head": "person", "tail": "solve problem"}
+{"relation": "UsedFor", "head": "calculator", "tail": "add number"}
+{"relation": "IsA", "head": "hibiscus", "tail": "flower"}
+{"relation": "HasPrerequisite", "head": "hear news", "tail": "turn on radio"}
+{"relation": "CapableOf", "head": "dog", "tail": "sense danger"}
+{"relation": "HasPrerequisite", "head": "read", "tail": "open book"}
+{"relation": "HasPrerequisite", "head": "change society", "tail": "change yourself"}
+{"relation": "MotivatedByGoal", "head": "climb", "tail": "reach top"}
+{"relation": "CapableOf", "head": "judge", "tail": "right wrong"}
+{"relation": "CapableOf", "head": "tree", "tail": "shade lawn"}
+{"relation": "Causes", "head": "hear music", "tail": "dance"}
+{"relation": "HasProperty", "head": "person", "tail": "weird"}
+{"relation": "HasPrerequisite", "head": "take bus", "tail": "find bus stop"}
+{"relation": "Causes", "head": "take exam", "tail": "get grade"}
+{"relation": "AtLocation", "head": "many different culture", "tail": "world"}
+{"relation": "HasPrerequisite", "head": "attend classical concert", "tail": "ticket"}
+{"relation": "Causes", "head": "go to sleep", "tail": "dream"}
+{"relation": "UsedFor", "head": "trombone", "tail": "play music"}
+{"relation": "Causes", "head": "go to party", "tail": "meet new person"}
+{"relation": "HasSubevent", "head": "leave line", "tail": "you lose your place"}
+{"relation": "Causes", "head": "go to performance", "tail": "enjoyment"}
+{"relation": "UsedFor", "head": "air conditioner", "tail": "cool room"}
+{"relation": "HasPrerequisite", "head": "examine thing", "tail": "pick it up"}
+{"relation": "HasPrerequisite", "head": "have shower", "tail": "take off your clothe"}
+{"relation": "HasProperty", "head": "sky", "tail": "blue during day"}
+{"relation": "ReceivesAction", "head": "movie", "tail": "record on film"}
+{"relation": "CapableOf", "head": "student", "tail": "note fact"}
+{"relation": "HasPrerequisite", "head": "bake cake", "tail": "preheat oven"}
+{"relation": "UsedFor", "head": "glue", "tail": "stick thing together"}
+{"relation": "AtLocation", "head": "hairbrush", "tail": "bathroom"}
+{"relation": "AtLocation", "head": "mickey mouse", "tail": "disneyland"}
+{"relation": "CapableOf", "head": "gasoline", "tail": "power car"}
+{"relation": "AtLocation", "head": "apple tree", "tail": "field"}
+{"relation": "AtLocation", "head": "dog", "tail": "doghouse"}
+{"relation": "HasA", "head": "human", "tail": "opposable thumb"}
+{"relation": "UsedFor", "head": "rifle", "tail": "shoot"}
+{"relation": "HasSubevent", "head": "have lunch", "tail": "drink"}
+{"relation": "HasPrerequisite", "head": "discover truth", "tail": "ask question"}
+{"relation": "HasProperty", "head": "some plant", "tail": "edible"}
+{"relation": "HasPrerequisite", "head": "have haircut", "tail": "go to hairdresser"}
+{"relation": "HasPrerequisite", "head": "get job", "tail": "apply for job"}
+{"relation": "AtLocation", "head": "park lot", "tail": "shop mall"}
+{"relation": "AtLocation", "head": "mouse", "tail": "trap"}
+{"relation": "AtLocation", "head": "barbie", "tail": "toy store"}
+{"relation": "AtLocation", "head": "cheese", "tail": "refrigerator"}
+{"relation": "NotCapableOf", "head": "cat", "tail": "talk"}
+{"relation": "Causes", "head": "play game", "tail": "happiness"}
+{"relation": "CapableOf", "head": "farmer", "tail": "farm corn"}
+{"relation": "AtLocation", "head": "bird", "tail": "nest"}
+{"relation": "HasPrerequisite", "head": "compete", "tail": "train"}
+{"relation": "AtLocation", "head": "cubicle", "tail": "office"}
+{"relation": "HasPrerequisite", "head": "stay in bed", "tail": "turn off alarm clock"}
+{"relation": "HasSubevent", "head": "stay in bed", "tail": "sleep in"}
+{"relation": "AtLocation", "head": "egg", "tail": "nest"}
+{"relation": "HasPrerequisite", "head": "watch film", "tail": "go to movie"}
+{"relation": "HasLastSubevent", "head": "watch tv", "tail": "turn tv off"}
+{"relation": "IsA", "head": "dove", "tail": "bird"}
+{"relation": "HasPrerequisite", "head": "see your favorite show", "tail": "turn on television"}
+{"relation": "Causes", "head": "socialise", "tail": "make friend"}
+{"relation": "Causes", "head": "have rest", "tail": "sleep"}
+{"relation": "AtLocation", "head": "speaker", "tail": "drive-in movie"}
+{"relation": "NotCapableOf", "head": "oil and water", "tail": "mix"}
+{"relation": "HasA", "head": "cow", "tail": "four stomach"}
+{"relation": "CapableOf", "head": "person", "tail": "reply to e-mail"}
+{"relation": "AtLocation", "head": "post-it note", "tail": "your desk"}
+{"relation": "HasSubevent", "head": "relax", "tail": "read"}
+{"relation": "ReceivesAction", "head": "paper", "tail": "recycle"}
+{"relation": "HasPrerequisite", "head": "have shower", "tail": "turn on water"}
+{"relation": "HasPrerequisite", "head": "buy food", "tail": "go to grocery store"}
+{"relation": "HasPrerequisite", "head": "prove your physical endurance", "tail": "run marathon"}
+{"relation": "AtLocation", "head": "land", "tail": "country"}
+{"relation": "AtLocation", "head": "zebra", "tail": "zoo"}
+{"relation": "HasPrerequisite", "head": "ride bike", "tail": "sit on bike"}
+{"relation": "CapableOf", "head": "airplane", "tail": "arrive at airport"}
+{"relation": "UsedFor", "head": "chess set", "tail": "play game of chess"}
+{"relation": "CapableOf", "head": "sex", "tail": "be make love"}
+{"relation": "HasPrerequisite", "head": "view video", "tail": "have vcr"}
+{"relation": "AtLocation", "head": "stream", "tail": "forest"}
+{"relation": "CausesDesire", "head": "need money", "tail": "go to work"}
+{"relation": "AtLocation", "head": "basement", "tail": "closet"}
+{"relation": "UsedFor", "head": "eye", "tail": "look"}
+{"relation": "UsedFor", "head": "park zone", "tail": "park your car"}
+{"relation": "Causes", "head": "compute sum", "tail": "get answer"}
+{"relation": "HasPrerequisite", "head": "ride horse", "tail": "get saddle"}
+{"relation": "AtLocation", "head": "shelf", "tail": "closet"}
+{"relation": "AtLocation", "head": "floor", "tail": "your bed"}
+{"relation": "AtLocation", "head": "paint", "tail": "art show"}
+{"relation": "AtLocation", "head": "researcher", "tail": "laboratory"}
+{"relation": "AtLocation", "head": "shark", "tail": "pacific ocean"}
+{"relation": "UsedFor", "head": "bell", "tail": "ring"}
+{"relation": "HasA", "head": "cat", "tail": "sharp claw"}
+{"relation": "HasPrerequisite", "head": "do housework", "tail": "vacuum"}
+{"relation": "HasA", "head": "apple", "tail": "core"}
+{"relation": "HasProperty", "head": "globe", "tail": "round"}
+{"relation": "AtLocation", "head": "beauty", "tail": "eye of beholder"}
+{"relation": "HasA", "head": "fish", "tail": "gill"}
+{"relation": "IsA", "head": "maine", "tail": "state"}
+{"relation": "UsedFor", "head": "scale", "tail": "weigh object"}
+{"relation": "HasA", "head": "car", "tail": "window"}
+{"relation": "UsedFor", "head": "candle", "tail": "light room"}
+{"relation": "AtLocation", "head": "spider web", "tail": "corner"}
+{"relation": "AtLocation", "head": "ring", "tail": "your finger"}
+{"relation": "IsA", "head": "desert", "tail": "terrain"}
+{"relation": "AtLocation", "head": "bathroom", "tail": "rest area"}
+{"relation": "IsA", "head": "seven", "tail": "number"}
+{"relation": "HasA", "head": "person", "tail": "five finger on each hand"}
+{"relation": "IsA", "head": "coffee", "tail": "stimulant"}
+{"relation": "HasProperty", "head": "planet", "tail": "round"}
+{"relation": "ReceivesAction", "head": "butter", "tail": "make from milk"}
+{"relation": "HasPrerequisite", "head": "read book", "tail": "go to library"}

dataset/valid.jsonl

@@ -0,0 +1,600 @@
+{"relation": "NotCapableOf", "head": "god", "tail": "exist"}
+{"relation": "HasSubevent", "head": "wake up in morning", "tail": "yawn"}
+{"relation": "ReceivesAction", "head": "island", "tail": "surround by water"}
+{"relation": "AtLocation", "head": "heat element", "tail": "oven"}
+{"relation": "CapableOf", "head": "doctor", "tail": "help patient"}
+{"relation": "Causes", "head": "play game", "tail": "win"}
+{"relation": "Causes", "head": "watch even news", "tail": "learn about current event"}
+{"relation": "HasSubevent", "head": "go fish", "tail": "catch fish"}
+{"relation": "UsedFor", "head": "envelope", "tail": "mail letter"}
+{"relation": "UsedFor", "head": "fan", "tail": "cool off"}
+{"relation": "UsedFor", "head": "picnic basket", "tail": "carry food"}
+{"relation": "HasPrerequisite", "head": "answer question", "tail": "know answer"}
+{"relation": "CausesDesire", "head": "happiness", "tail": "sing"}
+{"relation": "CausesDesire", "head": "have long hair", "tail": "have haircut"}
+{"relation": "HasPrerequisite", "head": "punch someone", "tail": "make fist"}
+{"relation": "CapableOf", "head": "student", "tail": "ask question"}
+{"relation": "HasPrerequisite", "head": "ride bike", "tail": "pedal"}
+{"relation": "IsA", "head": "america", "tail": "country"}
+{"relation": "IsA", "head": "gorilla", "tail": "ape"}
+{"relation": "HasA", "head": "turtle", "tail": "shell"}
+{"relation": "UsedFor", "head": "instrument triangle", "tail": "make music"}
+{"relation": "AtLocation", "head": "someone", "tail": "pool"}
+{"relation": "HasPrerequisite", "head": "see movie", "tail": "go to cinema"}
+{"relation": "CapableOf", "head": "knight", "tail": "ride horse"}
+{"relation": "UsedFor", "head": "finger", "tail": "type"}
+{"relation": "HasPrerequisite", "head": "go to get haircut", "tail": "go to hairdresser"}
+{"relation": "HasA", "head": "human", "tail": "sex"}
+{"relation": "AtLocation", "head": "carpet", "tail": "room"}
+{"relation": "HasSubevent", "head": "take bus", "tail": "sit down"}
+{"relation": "AtLocation", "head": "convict", "tail": "jail"}
+{"relation": "AtLocation", "head": "hair", "tail": "drain"}
+{"relation": "AtLocation", "head": "mouse", "tail": "hole in wall"}
+{"relation": "IsA", "head": "pike", "tail": "fish"}
+{"relation": "IsA", "head": "kayak", "tail": "boat"}
+{"relation": "UsedFor", "head": "ax", "tail": "chop wood"}
+{"relation": "IsA", "head": "horse", "tail": "social animal"}
+{"relation": "HasProperty", "head": "smoke", "tail": "bad"}
+{"relation": "HasProperty", "head": "rock", "tail": "hard"}
+{"relation": "CapableOf", "head": "sun", "tail": "burn your skin"}
+{"relation": "CapableOf", "head": "person", "tail": "climb mountain"}
+{"relation": "UsedFor", "head": "cruise ship", "tail": "vacation"}
+{"relation": "HasSubevent", "head": "soak in hotspring", "tail": "relax"}
+{"relation": "DefinedAs", "head": "war", "tail": "opposite of peace"}
+{"relation": "UsedFor", "head": "tool", "tail": "build thing"}
+{"relation": "CapableOf", "head": "sailor", "tail": "tie knot"}
+{"relation": "Causes", "head": "study", "tail": "learn"}
+{"relation": "UsedFor", "head": "family room", "tail": "watch tv"}
+{"relation": "MotivatedByGoal", "head": "sell your new book", "tail": "money"}
+{"relation": "PartOf", "head": "word", "tail": "sentence"}
+{"relation": "HasProperty", "head": "axe", "tail": "sharp"}
+{"relation": "HasLastSubevent", "head": "bathe", "tail": "dry off"}
+{"relation": "UsedFor", "head": "locker room", "tail": "change clothe"}
+{"relation": "CapableOf", "head": "prisoner", "tail": "from jail"}
+{"relation": "PartOf", "head": "eye", "tail": "head"}
+{"relation": "UsedFor", "head": "subway pass", "tail": "ride subway"}
+{"relation": "Causes", "head": "work", "tail": "stress"}
+{"relation": "HasProperty", "head": "ink", "tail": "black"}
+{"relation": "CapableOf", "head": "sailor", "tail": "row boat"}
+{"relation": "IsA", "head": "puppy", "tail": "immature dog"}
+{"relation": "HasPrerequisite", "head": "have checkup", "tail": "make appointment with doctor"}
+{"relation": "HasPrerequisite", "head": "talk with someone far away", "tail": "use telephone"}
+{"relation": "UsedFor", "head": "round trip ticket", "tail": "travel"}
+{"relation": "UsedFor", "head": "love seat", "tail": "sit on"}
+{"relation": "HasPrerequisite", "head": "go for run", "tail": "put on run shoe"}
+{"relation": "HasProperty", "head": "butter", "tail": "yellow"}
+{"relation": "Causes", "head": "run marathon", "tail": "exhaustion"}
+{"relation": "IsA", "head": "eye", "tail": "complex organ"}
+{"relation": "UsedFor", "head": "restaurant table", "tail": "eat at"}
+{"relation": "IsA", "head": "human", "tail": "biped"}
+{"relation": "CapableOf", "head": "post office", "tail": "forward mail"}
+{"relation": "UsedFor", "head": "talk to someone", "tail": "communication"}
+{"relation": "IsA", "head": "jog", "tail": "exercise"}
+{"relation": "IsA", "head": "woodwind", "tail": "musical instrument"}
+{"relation": "UsedFor", "head": "nylon", "tail": "make clothe"}
+{"relation": "UsedFor", "head": "textile", "tail": "make clothe"}
+{"relation": "HasPrerequisite", "head": "hear testimony", "tail": "go to court"}
+{"relation": "HasProperty", "head": "glass", "tail": "clear"}
+{"relation": "HasSubevent", "head": "go off strike", "tail": "return to work"}
+{"relation": "MadeOf", "head": "stick", "tail": "wood"}
+{"relation": "UsedFor", "head": "fabric", "tail": "make clothe"}
+{"relation": "HasSubevent", "head": "play chess", "tail": "win"}
+{"relation": "UsedFor", "head": "haircutting scissor", "tail": "cut hair"}
+{"relation": "UsedFor", "head": "typewriter", "tail": "write letter"}
+{"relation": "HasSubevent", "head": "use television", "tail": "change channel"}
+{"relation": "HasProperty", "head": "water", "tail": "blue"}
+{"relation": "CapableOf", "head": "person", "tail": "buy car"}
+{"relation": "IsA", "head": "rat", "tail": "rodent"}
+{"relation": "HasProperty", "head": "house", "tail": "expensive"}
+{"relation": "MotivatedByGoal", "head": "go to zoo", "tail": "see animal"}
+{"relation": "HasSubevent", "head": "maintain muscle strength", "tail": "exercise"}
+{"relation": "HasSubevent", "head": "go to restaurant", "tail": "eat food"}
+{"relation": "CapableOf", "head": "earthquake", "tail": "shake grind"}
+{"relation": "UsedFor", "head": "mast", "tail": "hold sail"}
+{"relation": "IsA", "head": "saxaphone", "tail": "musical instrument"}
+{"relation": "IsA", "head": "short distance between two point", "tail": "straight line"}
+{"relation": "AtLocation", "head": "sheet", "tail": "linen closet"}
+{"relation": "AtLocation", "head": "mouse", "tail": "cupboard"}
+{"relation": "AtLocation", "head": "earth", "tail": "solar system"}
+{"relation": "AtLocation", "head": "kettle", "tail": "kitchen"}
+{"relation": "AtLocation", "head": "hair gel", "tail": "bathroom"}
+{"relation": "AtLocation", "head": "dental chair", "tail": "dentist office"}
+{"relation": "AtLocation", "head": "wait room", "tail": "hospital"}
+{"relation": "AtLocation", "head": "planet", "tail": "orbit"}
+{"relation": "AtLocation", "head": "bathroom", "tail": "house"}
+{"relation": "AtLocation", "head": "garden", "tail": "back yard"}
+{"relation": "AtLocation", "head": "snake", "tail": "bible"}
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+{"relation": "CapableOf", "head": "cat", "tail": "kill bird"}
+{"relation": "HasPrerequisite", "head": "water plant", "tail": "get water"}
+{"relation": "UsedFor", "head": "harpsichord", "tail": "make music"}
+{"relation": "UsedFor", "head": "barbecue", "tail": "cook food"}
+{"relation": "UsedFor", "head": "fire extinguisher", "tail": "put out fire"}
+{"relation": "IsA", "head": "airplane", "tail": "form of transportation"}
+{"relation": "UsedFor", "head": "desk", "tail": "work"}
+{"relation": "CapableOf", "head": "person", "tail": "miss appointment"}
+{"relation": "MotivatedByGoal", "head": "reproduce", "tail": "have child"}
+{"relation": "CapableOf", "head": "author", "tail": "write poem"}
+{"relation": "HasPrerequisite", "head": "get warm", "tail": "put on clothe"}
+{"relation": "UsedFor", "head": "office", "tail": "work"}
+{"relation": "IsA", "head": "oldsmobile", "tail": "car"}
+{"relation": "HasPrerequisite", "head": "live", "tail": "be born"}
+{"relation": "CausesDesire", "head": "crime", "tail": "serve justice"}
+{"relation": "CapableOf", "head": "wood", "tail": "burn"}
+{"relation": "CapableOf", "head": "paper", "tail": "burn"}
+{"relation": "HasSubevent", "head": "get fit", "tail": "exercise"}
+{"relation": "UsedFor", "head": "calendar", "tail": "keep track of time"}
+{"relation": "CapableOf", "head": "chef", "tail": "prepare meal"}
+{"relation": "HasSubevent", "head": "swim", "tail": "get wet"}
+{"relation": "UsedFor", "head": "refrigerator", "tail": "keep food from spoil"}
+{"relation": "UsedFor", "head": "pistol", "tail": "shoot bullet"}
+{"relation": "UsedFor", "head": "coat", "tail": "keep warm"}
+{"relation": "CapableOf", "head": "fire", "tail": "destroy forest"}
+{"relation": "HasPrerequisite", "head": "get in shape", "tail": "work out"}
+{"relation": "Causes", "head": "cash in", "tail": "get money"}
+{"relation": "HasProperty", "head": "gun", "tail": "dangerous"}
+{"relation": "CapableOf", "head": "chef", "tail": "prepare food"}
+{"relation": "NotDesires", "head": "person", "tail": "be burn"}
+{"relation": "MotivatedByGoal", "head": "sit down", "tail": "rest"}
+{"relation": "MotivatedByGoal", "head": "remember phone number", "tail": "call someone"}
+{"relation": "AtLocation", "head": "cake", "tail": "bakery"}
+{"relation": "AtLocation", "head": "water", "tail": "bottle"}
+{"relation": "AtLocation", "head": "bat", "tail": "cave"}
+{"relation": "AtLocation", "head": "tooth", "tail": "mouth"}
+{"relation": "AtLocation", "head": "egg", "tail": "fridge"}
+{"relation": "AtLocation", "head": "folder", "tail": "file cabinet"}
+{"relation": "AtLocation", "head": "document folder", "tail": "file cabinet"}
+{"relation": "AtLocation", "head": "beer", "tail": "bar"}
+{"relation": "AtLocation", "head": "ocean", "tail": "earth"}
+{"relation": "AtLocation", "head": "museum", "tail": "city"}
+{"relation": "AtLocation", "head": "telephone booth", "tail": "city"}
+{"relation": "AtLocation", "head": "town", "tail": "country"}
+{"relation": "AtLocation", "head": "wiener dog", "tail": "yard"}
+{"relation": "AtLocation", "head": "water", "tail": "puddle"}
+{"relation": "AtLocation", "head": "knob", "tail": "door"}
+{"relation": "AtLocation", "head": "dance club", "tail": "city"}
+{"relation": "AtLocation", "head": "escalator", "tail": "mall"}
+{"relation": "AtLocation", "head": "lens", "tail": "camera"}
+{"relation": "AtLocation", "head": "wallet", "tail": "purse"}
+{"relation": "AtLocation", "head": "gel toothpaste", "tail": "bathroom"}
+{"relation": "Desires", "head": "cat", "tail": "sleep"}
+{"relation": "Desires", "head": "cat", "tail": "play"}
+{"relation": "ReceivesAction", "head": "person", "tail": "kill"}
+{"relation": "CausesDesire", "head": "music", "tail": "dance"}
+{"relation": "UsedFor", "head": "beer", "tail": "drink"}
+{"relation": "IsA", "head": "student", "tail": "person"}
+{"relation": "AtLocation", "head": "car", "tail": "road"}
+{"relation": "Desires", "head": "dog", "tail": "play"}
+{"relation": "Desires", "head": "cat", "tail": "chase mouse"}
+{"relation": "AtLocation", "head": "car", "tail": "town"}
+{"relation": "CapableOf", "head": "woman", "tail": "give birth"}
+{"relation": "UsedFor", "head": "cigarette", "tail": "smoke"}
+{"relation": "IsA", "head": "computer", "tail": "machine"}
+{"relation": "UsedFor", "head": "your brain", "tail": "think"}
+{"relation": "IsA", "head": "french horn", "tail": "musical instrument"}
+{"relation": "AtLocation", "head": "tv", "tail": "house"}
+{"relation": "PartOf", "head": "ear", "tail": "head"}
+{"relation": "IsA", "head": "tulip", "tail": "flower"}
+{"relation": "MotivatedByGoal", "head": "breathe", "tail": "live"}
+{"relation": "HasSubevent", "head": "program", "tail": "type"}
+{"relation": "IsA", "head": "trumpet", "tail": "musical instrument"}
+{"relation": "AtLocation", "head": "pan", "tail": "kitchen"}
+{"relation": "UsedFor", "head": "printer", "tail": "print"}
+{"relation": "MotivatedByGoal", "head": "work", "tail": "money"}
+{"relation": "AtLocation", "head": "steer wheel", "tail": "in car"}
+{"relation": "HasProperty", "head": "ice", "tail": "hard"}
+{"relation": "IsA", "head": "guitar", "tail": "instrument"}
+{"relation": "HasPrerequisite", "head": "sleep", "tail": "brush your tooth"}
+{"relation": "UsedFor", "head": "car", "tail": "transportation"}
+{"relation": "MadeOf", "head": "chair", "tail": "wood"}
+{"relation": "PartOf", "head": "head", "tail": "body"}
+{"relation": "UsedFor", "head": "refrigerator", "tail": "store food"}
+{"relation": "HasProperty", "head": "salt", "tail": "salty"}
+{"relation": "NotDesires", "head": "person", "tail": "burn"}
+{"relation": "IsA", "head": "dictionary", "tail": "book"}
+{"relation": "IsA", "head": "woman", "tail": "human"}
+{"relation": "Causes", "head": "get job", "tail": "earn money"}
+{"relation": "CausesDesire", "head": "book", "tail": "sleep"}
+{"relation": "IsA", "head": "watermelon", "tail": "fruit"}
+{"relation": "MadeOf", "head": "cup", "tail": "plastic"}
+{"relation": "MadeOf", "head": "wallet", "tail": "leather"}
+{"relation": "SymbolOf", "head": "heart", "tail": "love"}
+{"relation": "UsedFor", "head": "sword", "tail": "kill"}
+{"relation": "HasProperty", "head": "car", "tail": "expensive"}
+{"relation": "IsA", "head": "copper", "tail": "metal"}
+{"relation": "IsA", "head": "oak", "tail": "tree"}
+{"relation": "HasProperty", "head": "game", "tail": "fun"}
+{"relation": "MadeOf", "head": "seaweed soup", "tail": "seaweed"}
+{"relation": "IsA", "head": "turkey", "tail": "country"}
+{"relation": "IsA", "head": "uranus", "tail": "planet"}
+{"relation": "IsA", "head": "pig", "tail": "mammal"}
+{"relation": "IsA", "head": "squirrel", "tail": "mammal"}
+{"relation": "IsA", "head": "hamburger", "tail": "food"}
+{"relation": "IsA", "head": "korea university", "tail": "university"}
+{"relation": "IsA", "head": "goldfish", "tail": "fish"}
+{"relation": "IsA", "head": "mouse", "tail": "animal"}
+{"relation": "IsA", "head": "nightingale", "tail": "bird"}
+{"relation": "IsA", "head": "gull", "tail": "bird"}
+{"relation": "IsA", "head": "euro", "tail": "currency"}
+{"relation": "IsA", "head": "parrot", "tail": "bird"}
+{"relation": "CapableOf", "head": "couple", "tail": "have sex"}
+{"relation": "HasSubevent", "head": "have sex", "tail": "kiss your partner"}
+{"relation": "CapableOf", "head": "sunglass", "tail": "protect eye from sun"}
+{"relation": "HasProperty", "head": "thumb tack", "tail": "sharp"}
+{"relation": "IsA", "head": "bicycle be", "tail": "mean of transportation"}
+{"relation": "HasProperty", "head": "tornado", "tail": "very destructive"}
+{"relation": "NotHasProperty", "head": "rubber chicken", "tail": "alive"}
+{"relation": "HasProperty", "head": "most baby", "tail": "cute"}
+{"relation": "IsA", "head": "backgammon", "tail": "board game"}
+{"relation": "AtLocation", "head": "computer", "tail": "store"}
+{"relation": "UsedFor", "head": "pipe", "tail": "smoke"}
+{"relation": "HasProperty", "head": "floppy disk", "tail": "obsolete"}
+{"relation": "HasSubevent", "head": "agree with someone", "tail": "nod of head"}
+{"relation": "NotDesires", "head": "person", "tail": "be diseased"}
+{"relation": "HasFirstSubevent", "head": "skate", "tail": "put skate on"}
+{"relation": "AtLocation", "head": "god", "tail": "heaven"}
+{"relation": "IsA", "head": "u2", "tail": "band"}
+{"relation": "HasProperty", "head": "gun", "tail": "very dangerous"}
+{"relation": "AtLocation", "head": "other planet", "tail": "solar system"}
+{"relation": "AtLocation", "head": "butter", "tail": "refrigerator"}
+{"relation": "IsA", "head": "massachusetts", "tail": "state"}
+{"relation": "HasSubevent", "head": "agree with someone", "tail": "someone nod"}
+{"relation": "IsA", "head": "lip", "tail": "kiss"}
+{"relation": "HasLastSubevent", "head": "do some exercise", "tail": "do cool-down"}
+{"relation": "AtLocation", "head": "fish", "tail": "lake"}
+{"relation": "IsA", "head": "piano", "tail": "instrument of music"}
+{"relation": "IsA", "head": "wicca", "tail": "religion"}
+{"relation": "HasA", "head": "arm", "tail": "one hand"}
+{"relation": "UsedFor", "head": "cat", "tail": "catch mouse"}
+{"relation": "HasSubevent", "head": "bathe", "tail": "wash my hair"}
+{"relation": "Causes", "head": "flirt", "tail": "sex"}
+{"relation": "IsA", "head": "boy", "tail": "young human male"}
+{"relation": "AtLocation", "head": "card", "tail": "deck"}
+{"relation": "AtLocation", "head": "dead person", "tail": "war"}
+{"relation": "HasLastSubevent", "head": "take shower", "tail": "dry off"}
+{"relation": "IsA", "head": "snow", "tail": "freeze water"}
+{"relation": "CapableOf", "head": "ice", "tail": "cool drink"}
+{"relation": "MotivatedByGoal", "head": "sing", "tail": "you be happy"}
+{"relation": "CapableOf", "head": "parent", "tail": "name baby"}
+{"relation": "UsedFor", "head": "ballpoint pen", "tail": "write with"}
+{"relation": "UsedFor", "head": "glass roof", "tail": "greenhouse"}
+{"relation": "CapableOf", "head": "iron", "tail": "press clothe"}
+{"relation": "CapableOf", "head": "son", "tail": "honor his mother"}
+{"relation": "CapableOf", "head": "criminal", "tail": "case joint"}
+{"relation": "CapableOf", "head": "lizard", "tail": "sun itself on rock"}
+{"relation": "HasPrerequisite", "head": "go jog", "tail": "put on shoe"}
+{"relation": "AtLocation", "head": "wall", "tail": "build"}
+{"relation": "HasPrerequisite", "head": "receive degree", "tail": "go to school"}
+{"relation": "Causes", "head": "light match", "tail": "start fire"}
+{"relation": "CapableOf", "head": "baby", "tail": "cry loudly"}

get_stats.py

@@ -0,0 +1,35 @@
+import pandas as pd
+from datasets import load_dataset
+
+data = load_dataset('relbert/conceptnet_high_confidence_v2')
+stats = []
+for k in data.keys():
+    for i in data[k]:
+        stats.append({'relation_type': i['relation_type'], 'split': k, 'positives': len(i['positives']), 'negatives': len(i['negatives'])})
+df = pd.DataFrame(stats)
+df_train = df[df['split'] == 'train']
+df_valid = df[df['split'] == 'validation']
+stats = []
+for r in df['relation_type'].unique():
+    _df_t = df_train[df_train['relation_type'] == r]
+    _df_v = df_valid[df_valid['relation_type'] == r]
+    stats.append({
+        'relation_type': r,
+        'positive (train)': 0 if len(_df_t) == 0 else _df_t['positives'].values[0],
+        'negative (train)': 0 if len(_df_t) == 0 else _df_t['negatives'].values[0],
+        'positive (validation)': 0 if len(_df_v) == 0 else _df_v['positives'].values[0],
+        'negative (validation)': 0 if len(_df_v) == 0 else _df_v['negatives'].values[0],
+    })
+
+df = pd.DataFrame(stats).sort_values(by=['relation_type'])
+df.index = df.pop('relation_type')
+sum_pairs = df.sum(0)
+df = df.T
+df['SUM'] = sum_pairs
+df = df.T
+
+df.to_csv('stats.csv')
+with open('stats.md', 'w') as f:
+    f.write(df.to_markdown())
+
+

process.py

@@ -0,0 +1,51 @@
+import json
+import os
+import gzip
+import requests
+
+import pandas as pd
+
+urls = {
+    'dev1': 'https://home.ttic.edu/~kgimpel/comsense_resources/dev1.txt.gz',
+    'dev2': 'https://home.ttic.edu/~kgimpel/comsense_resources/dev2.txt.gz',
+    'test': 'https://home.ttic.edu/~kgimpel/comsense_resources/test.txt.gz'
+}
+exclude = ['NotCapableOf', 'NotDesires']
+
+
+def wget(url, cache_dir: str = './cache'):
+    """ wget and uncompress data_iterator """
+    os.makedirs(cache_dir, exist_ok=True)
+    filename = os.path.basename(url)
+    path = f'{cache_dir}/{filename}'
+    if os.path.exists(path):
+        return path.replace('.gz', '')
+    with open(path, "wb") as _f:
+        r = requests.get(url)
+        _f.write(r.content)
+    with gzip.open(path, 'rb') as _f:
+        with open(path.replace('.gz', ''), 'wb') as f_write:
+            f_write.write(_f.read())
+    os.remove(path)
+    return path.replace('.gz', '')
+
+
+def read_file(file_name):
+    with open(file_name) as f_reader:
+        df = pd.DataFrame([i.split('\t') for i in f_reader.read().split('\n') if len(i) > 0],
+                          columns=['relation', 'head', 'tail', 'flag'])
+    df_positive = df[df['flag'] == '1']
+    df_positive.pop('flag')
+    return df_positive
+
+
+if __name__ == '__main__':
+    test = read_file(wget(urls['test']))
+    with open(f'dataset/test.jsonl', 'w') as f:
+        f.write("\n".join([json.dumps(i.to_dict()) for _, i in test.iterrows()]))
+    dev1 = read_file(wget(urls['dev1']))
+    with open(f'dataset/train.jsonl', 'w') as f:
+        f.write("\n".join([json.dumps(i.to_dict()) for _, i in dev1.iterrows()]))
+    dev2 = read_file(wget(urls['dev2']))
+    with open(f'dataset/valid.jsonl', 'w') as f:
+        f.write("\n".join([json.dumps(i.to_dict()) for _, i in dev2.iterrows()]))