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{"default": {"description": "The SemEval-2010 Task 8 focuses on Multi-way classification of semantic relations between pairs of nominals.\nThe task was designed to compare different approaches to semantic relation classification\nand to provide a standard testbed for future research.\n", "citation": "@inproceedings{hendrickx-etal-2010-semeval,\n    title = \"{S}em{E}val-2010 Task 8: Multi-Way Classification of Semantic Relations between Pairs of Nominals\",\n    author = \"Hendrickx, Iris  and\n      Kim, Su Nam  and\n      Kozareva, Zornitsa  and\n      Nakov, Preslav  and\n      {'O} S{'e}aghdha, Diarmuid  and\n      Pad{'o}, Sebastian  and\n      Pennacchiotti, Marco  and\n      Romano, Lorenza  and\n      Szpakowicz, Stan\",\n    booktitle = \"Proceedings of the 5th International Workshop on Semantic Evaluation\",\n    month = jul,\n    year = \"2010\",\n    address = \"Uppsala, Sweden\",\n    publisher = \"Association for Computational Linguistics\",\n    url = \"https://www.aclweb.org/anthology/S10-1006\",\n    pages = \"33--38\",\n}\n", "homepage": "https://semeval2.fbk.eu/semeval2.php?location=tasks&taskid=11", "license": "", "features": {"sentence": {"dtype": "string", "id": null, "_type": "Value"}, "relation": {"num_classes": 19, "names": ["Cause-Effect(e1,e2)", "Cause-Effect(e2,e1)", "Component-Whole(e1,e2)", "Component-Whole(e2,e1)", "Content-Container(e1,e2)", "Content-Container(e2,e1)", "Entity-Destination(e1,e2)", "Entity-Destination(e2,e1)", "Entity-Origin(e1,e2)", "Entity-Origin(e2,e1)", "Instrument-Agency(e1,e2)", "Instrument-Agency(e2,e1)", "Member-Collection(e1,e2)", "Member-Collection(e2,e1)", "Message-Topic(e1,e2)", "Message-Topic(e2,e1)", "Product-Producer(e1,e2)", "Product-Producer(e2,e1)", "Other"], "names_file": null, "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": {"input": "sentence", "output": "relation"}, "task_templates": [{"task": "text-classification", "text_column": "sentence", "label_column": "relation", "labels": ["Cause-Effect(e1,e2)", "Cause-Effect(e2,e1)", "Component-Whole(e1,e2)", "Component-Whole(e2,e1)", "Content-Container(e1,e2)", "Content-Container(e2,e1)", "Entity-Destination(e1,e2)", "Entity-Destination(e2,e1)", "Entity-Origin(e1,e2)", "Entity-Origin(e2,e1)", "Instrument-Agency(e1,e2)", "Instrument-Agency(e2,e1)", "Member-Collection(e1,e2)", "Member-Collection(e2,e1)", "Message-Topic(e1,e2)", "Message-Topic(e2,e1)", "Other", "Product-Producer(e1,e2)", "Product-Producer(e2,e1)"]}], "builder_name": "sem_eval2010_task8", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1054352, "num_examples": 8000, "dataset_name": "sem_eval2010_task8"}, "test": {"name": "test", "num_bytes": 357075, "num_examples": 2717, "dataset_name": "sem_eval2010_task8"}}, "download_checksums": {"https://github.com/JoelNiklaus/SemEval2010Task8/raw/main/SemEval2010_task8_all_data.zip": {"num_bytes": 1964087, "checksum": "3bfd3ed634d844c9f95d1e4a1bb042b1c6d498ed7b4182dcadecde9bb95a8e71"}}, "download_size": 1964087, "post_processing_size": null, "dataset_size": 1411427, "size_in_bytes": 3375514}}