Datasets:

westphal-jan
/

mnli_entailment

+ {"westphal-jan--mnli_entailment": {"description": "The Multi-Genre Natural Language Inference (MultiNLI) corpus is a\ncrowd-sourced collection of 433k sentence pairs annotated with textual\nentailment information. The corpus is modeled on the SNLI corpus, but differs in\nthat covers a range of genres of spoken and written text, and supports a\ndistinctive cross-genre generalization evaluation. The corpus served as the\nbasis for the shared task of the RepEval 2017 Workshop at EMNLP in Copenhagen.\n", "citation": "@InProceedings{N18-1101,\n author = {Williams, Adina\n and Nangia, Nikita\n and Bowman, Samuel},\n title = {A Broad-Coverage Challenge Corpus for\n Sentence Understanding through Inference},\n booktitle = {Proceedings of the 2018 Conference of\n the North American Chapter of the\n Association for Computational Linguistics:\n Human Language Technologies, Volume 1 (Long\n Papers)},\n year = {2018},\n publisher = {Association for Computational Linguistics},\n pages = {1112--1122},\n location = {New Orleans, Louisiana},\n url = {http://aclweb.org/anthology/N18-1101}\n}\n", "homepage": "https://www.nyu.edu/projects/bowman/multinli/", "license": "", "features": {"promptID": {"dtype": "int32", "id": null, "_type": "Value"}, "pairID": {"dtype": "string", "id": null, "_type": "Value"}, "premise": {"dtype": "string", "id": null, "_type": "Value"}, "premise_binary_parse": {"dtype": "string", "id": null, "_type": "Value"}, "premise_parse": {"dtype": "string", "id": null, "_type": "Value"}, "hypothesis": {"dtype": "string", "id": null, "_type": "Value"}, "hypothesis_binary_parse": {"dtype": "string", "id": null, "_type": "Value"}, "hypothesis_parse": {"dtype": "string", "id": null, "_type": "Value"}, "genre": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 2, "names": ["entailment", "no_entailment"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multi_nli", "config_name": "default", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"test": {"name": "test", "num_bytes": 9049022, "num_examples": 8834, "dataset_name": "mnli_entailment"}, "train": {"name": "train", "num_bytes": 410210306, "num_examples": 392702, "dataset_name": "mnli_entailment"}, "validation": {"name": "validation", "num_bytes": 1014885, "num_examples": 981, "dataset_name": "mnli_entailment"}}, "download_checksums": null, "download_size": 213238863, "post_processing_size": null, "dataset_size": 420274213, "size_in_bytes": 633513076}}