Datasets:

yanaiela
/

numeric_fused_head

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Definition, Data Set, and Models for Numeric Fused-Head Identification and Resolution},\n journal = {Transactions of the Association for Computational Linguistics},\n volume = {7},\n number = {},\n pages = {519-535},\n year = {2019},\n doi = {10.1162/tacl\\_a\\_00280},\n URL = {https://doi.org/10.1162/tacl_a_00280},\n}\n", "homepage": "https://nlp.biu.ac.il/~lazary/fh/", "license": "MIT", "features": {"tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "start_index": {"dtype": "int32", "id": null, "_type": "Value"}, "end_index": {"dtype": "int32", "id": null, "_type": "Value"}, "label": {"num_classes": 2, "names": ["neg", "pos"], "names_file": null, "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "builder_name": "numeric_fused_head", "config_name": "identification", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 22290345, "num_examples": 165606, "dataset_name": "numeric_fused_head"}, "test": {"name": "test", "num_bytes": 68282, "num_examples": 500, "dataset_name": "numeric_fused_head"}, "validation": {"name": "validation", "num_bytes": 2474528, "num_examples": 18401, "dataset_name": "numeric_fused_head"}}, "download_checksums": {"https://raw.githubusercontent.com/yanaiela/num_fh/master/data/identification/processed/train.tsv": {"num_bytes": 21908366, "checksum": "5534fbfdfa2d7b1a370e4a303fcc5ea324f8aae4d5ad0b2601961225c38f19eb"}, "https://raw.githubusercontent.com/yanaiela/num_fh/master/data/identification/processed/test.tsv": {"num_bytes": 67315, "checksum": "4d0f3b3b103ad592b8ad0a3e6d24c28bff6afb684e8bc08d22da8070f0e73c13"}, "https://raw.githubusercontent.com/yanaiela/num_fh/master/data/identification/processed/dev.tsv": {"num_bytes": 2431839, "checksum": "457ebe4342f5c6d53a04c8b49a50bcdee47b3d156aab3e37f8e79ff55823f02a"}}, "download_size": 24407520, "post_processing_size": null, "dataset_size": 24833155, "size_in_bytes": 49240675}, "resolution": {"description": "Fused Head constructions are noun phrases in which the head noun is missing and is said to be \"fused\" with its dependent modifier. This missing information is implicit and is important for sentence understanding.The missing heads are easily filled in by humans, but pose a challenge for computational models.\n\nFor example, in the sentence: \"I bought 5 apples but got only 4.\", 4 is a Fused-Head, and the missing head is apples, which appear earlier in the sentence.\n\nThis is a crowd-sourced dataset of 10k numerical fused head examples (1M tokens).\n", "citation": "@article{elazar_head,\n author = {Elazar, Yanai and Goldberg, Yoav},\n title = {Where\u2019s My Head? 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