| { | |
| "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": { | |
| "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 | |
| } | |
| } | |
| } |