{ "default": { "description": "The Text REtrieval Conference (TREC) Question Classification dataset contains 5500 labeled questions in training set and another 500 for test set. This dataset uses only the 6 coarse class labels. The original train dataset split has been divided into a new train split and a validation split, taking 10% for the latter.", "citation": "@inproceedings{li-roth-2002-learning,title = \"Learning Question Classifiers\",author = \"Li, Xin and Roth, Dan\",booktitle = \"{COLING} 2002: The 19th International Conference on Computational Linguistics\", year = \"2002\", url = \"https://www.aclweb.org/anthology/C02-1150\",} @inproceedings{hovy-etal-2001-toward, title = \"Toward Semantics-Based Answer Pinpointing\", author = \"Hovy, Eduard and Gerber, Laurie and Hermjakob, Ulf and Lin, Chin-Yew and Ravichandran, Deepak\", booktitle = \"Proceedings of the First International Conference on Human Language Technology Research\", year = \"2001\", url = \"https://www.aclweb.org/anthology/H01-1069\",}", "homepage": "https://cogcomp.seas.upenn.edu/Data/QA/QC/", "license": "", "features": { "id": { "dtype": "int32", "id": null, "_type": "Value" }, "text": { "dtype": "string", "id": null, "_type": "Value" }, "label": { "num_classes": 6, "names": [ "ABBR", "ENTY", "DESC", "HUM", "LOC", "NUM" ], "names_file": null, "id": null, "_type": "ClassLabel" } }, "task_templates": [ { "task": "text-classification", "text_column": "text", "label_column": "label", "labels": [ "ABBR", "ENTY", "DESC", "HUM", "LOC", "NUM" ] } ], "version": { "version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0 } } }