init

.gitattributes

@@ -55,3 +55,11 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 data/test.jsonl filter=lfs diff=lfs merge=lfs -text
 data/train.jsonl filter=lfs diff=lfs merge=lfs -text
 data/validation.jsonl filter=lfs diff=lfs merge=lfs -text
+data/wiki.vocab.txt filter=lfs diff=lfs merge=lfs -text
+data/nell.test.jsonl filter=lfs diff=lfs merge=lfs -text
+data/nell.train.jsonl filter=lfs diff=lfs merge=lfs -text
+data/nell.validation.jsonl filter=lfs diff=lfs merge=lfs -text
+data/nell.vocab.txt filter=lfs diff=lfs merge=lfs -text
+data/wiki.test.jsonl filter=lfs diff=lfs merge=lfs -text
+data/wiki.train.jsonl filter=lfs diff=lfs merge=lfs -text
+data/wiki.validation.jsonl filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -1,2 +1,4 @@
 NELL
-nell.tar.gz
+nell.tar.gz
+Wiki
+wiki.tar.gz

data/nell.vocab.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29af9862df4777ce613d72e94c460ade35e60477704fa7a48274cc803ca7ea4f
+size 2114701

data/wiki.test.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7791ec3b056017a9c6bf0ca70714c695459840bd8bb86362c0c81ea46b7ab46
+size 938201

data/wiki.train.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f50246ef47702b72d633e1807b79d4915e2e2054bdc6cb4c4c2aa9b9ab1b13f
+size 3726937

data/wiki.validation.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9097f4c1d08f56b050cddddbc15dba0c282412ec519bf994a768930db825316
+size 401621

data/wiki.vocab.txt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8491e7a8cd96a74c74667adfa3a8403d6040a1aaf265f8b8d2161fb2c684d119
+size 46168647

link_prediction_nell_one.py

@@ -4,7 +4,7 @@ import datasets
 
 logger = datasets.logging.get_logger(__name__)
 _DESCRIPTION = """NELL-One, a few shots link prediction dataset. """
-_NAME = "link_prediction_nell_one"
+_NAME = "link_prediction"
 _VERSION = "0.0.0"
 _CITATION = """
 @inproceedings{xiong-etal-2018-one,
@@ -35,7 +35,7 @@ _URLS = {
 }
 
 
-class LinkPredictionNellOneConfig(datasets.BuilderConfig):
+class LinkPredictionConfig(datasets.BuilderConfig):
     """BuilderConfig"""
 
     def __init__(self, **kwargs):
@@ -43,14 +43,14 @@ class LinkPredictionNellOneConfig(datasets.BuilderConfig):
         Args:
           **kwargs: keyword arguments forwarded to super.
         """
-        super(LinkPredictionNellOneConfig, self).__init__(**kwargs)
+        super(LinkPredictionConfig, self).__init__(**kwargs)
 
 
-class LinkPredictionNellOne(datasets.GeneratorBasedBuilder):
+class LinkPrediction(datasets.GeneratorBasedBuilder):
     """Dataset."""
 
     BUILDER_CONFIGS = [
-        LinkPredictionNellOneConfig(name=_NAME, version=datasets.Version(_VERSION), description=_DESCRIPTION)
+        LinkPredictionConfig(name=_NAME, version=datasets.Version(_VERSION), description=_DESCRIPTION)
     ]
 
     def _split_generators(self, dl_manager):

process.py

@@ -1,24 +1,35 @@
 """
 - Wiki-One https://sites.cs.ucsb.edu/~xwhan/datasets/wiki.tar.gz
 - NELL-One https://sites.cs.ucsb.edu/~xwhan/datasets/nell.tar.gz
+
 wget https://sites.cs.ucsb.edu/~xwhan/datasets/nell.tar.gz
 tar -xzf nell.tar.gz
+
+wget https://sites.cs.ucsb.edu/~xwhan/datasets/wiki.tar.gz
+tar -xzf wiki.tar.gz
+
 """
 import os
 import json
 from itertools import chain
 
-data_dir = "NELL"
+data_dir_nell = "NELL"
+data_dir_wiki = "Wiki"
 os.makedirs("data", exist_ok=True)
 
-if not os.path.exists(data_dir):
+if not os.path.exists(data_dir_nell):
     raise ValueError("Please download the dataset first\n"
                      "wget https://sites.cs.ucsb.edu/~xwhan/datasets/nell.tar.gz\n"
                      "tar -xzf nell.tar.gz")
 
+if not os.path.exists(data_dir_wiki):
+    raise ValueError("Please download the dataset first\n"
+                     "wget https://sites.cs.ucsb.edu/~xwhan/datasets/wiki.tar.gz\n"
+                     "tar -xzf wiki.tar.gz")
+
 
 def read_file(_file):
-    with open(f"{data_dir}/{_file}", 'r') as f_reader:
+    with open(_file, 'r') as f_reader:
         tmp = json.load(f_reader)
     flatten = list(chain(*[[{"relation": r, "head": h, "tail": t} for (h, r, t) in v] for v in tmp.values()]))
     # flatten = {}
@@ -28,17 +39,25 @@ def read_file(_file):
 
 
 def read_vocab(_file):
-    with open(f"{data_dir}/{_file}") as f_reader:
+    with open(_file) as f_reader:
         ent2ids = json.load(f_reader)
     return sorted(list(ent2ids.keys()))
 
 
 if __name__ == '__main__':
-    vocab = read_vocab("ent2ids")
-    with open("data/vocab.txt", 'w') as f:
+    vocab = read_vocab(f"{data_dir_nell}/ent2ids")
+    with open("data/nell.vocab.txt", 'w') as f:
+        f.write("\n".join(vocab))
+
+    vocab = read_vocab(f"{data_dir_wiki}/ent2ids")
+    with open("data/wiki.vocab.txt", 'w') as f:
         f.write("\n".join(vocab))
 
     for i, s in zip(['dev_tasks.json', 'test_tasks.json', 'train_tasks.json'], ['validation', 'test', 'train']):
-        d = read_file(i)
-        with open(f"data/{s}.jsonl", "w") as f:
+        d = read_file(f"{data_dir_nell}/{i}")
+        with open(f"data/nell.{s}.jsonl", "w") as f:
+            f.write("\n".join([json.dumps(_d) for _d in d]))
+
+        d = read_file(f"{data_dir_wiki}/{i}")
+        with open(f"data/wiki.{s}.jsonl", "w") as f:
             f.write("\n".join([json.dumps(_d) for _d in d]))

wiki.tar.gz.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eb426b1dd72890f6d0b1f55cfcf10da386272d6586f7753c7531cac1330dfeb
+size 5275648