|
{"default": { |
|
"description": "Korean Multi-label Hate Speech Dataset - K-MHaS \n a new multi-label dataset for hate speech detection that consists of 109k utterances from Korean online news comments,\n labelled with 8 fine-grained hate speech classes or not hate speech class. \n", |
|
"citation": "@inproceedings{lee-etal-2022-k,\n title = \"K-{MH}a{S}: A Multi-label Hate Speech Detection Dataset in {K}orean Online News Comment\",\n author = \"Lee, Jean and\n Lim, Taejun and\n Lee, Heejun and\n Jo, Bogeun and\n Kim, Yangsok and\n Yoon, Heegeun and\n Han, Soyeon Caren\",\n booktitle = \"Proceedings of the 29th International Conference on Computational Linguistics\",\n month = oct,\n year = \"2022\",\n address = \"Gyeongju, Republic of Korea\",\n publisher = \"International Committee on Computational Linguistics\",\n url = \"https://aclanthology.org/2022.coling-1.311\",\n pages = \"3530--3538\",\n abstract = \"Online hate speech detection has become an important issue due to the growth of online content, but resources in languages other than English are extremely limited. We introduce K-MHaS, a new multi-label dataset for hate speech detection that effectively handles Korean language patterns. The dataset consists of 109k utterances from news comments and provides a multi-label classification using 1 to 4 labels, and handles subjectivity and intersectionality. We evaluate strong baselines on K-MHaS. KR-BERT with a sub-character tokenizer outperforms others, recognizing decomposed characters in each hate speech class.\",\n}\n", |
|
"homepage": "https://github.com/adlnlp/K-MHaS", |
|
"license": "cc-by-sa-4.0", |
|
"features": { |
|
"document": { |
|
"dtype": "string", |
|
"id": null, |
|
"_type": "Value" |
|
}, |
|
"labels": { |
|
"feature": { |
|
"num_classes": 9, |
|
"names": [ |
|
"origin", |
|
"physical", |
|
"politics", |
|
"profanity", |
|
"age", |
|
"gender", |
|
"race", |
|
"religion", |
|
"not hate speech" |
|
], |
|
"names_file": null, |
|
"id": null, |
|
"_type": "ClassLabel" |
|
}, |
|
"length": -1, |
|
"id": null, |
|
"_type": "Sequence" |
|
} |
|
}, |
|
"post_processed": null, |
|
"supervised_keys": null, |
|
"builder_name": "kmhas_korean_hate_speech", |
|
"config_name": "default", |
|
"version": { |
|
"version_str": "1.0.0", |
|
"description": null, |
|
"major": 1, |
|
"minor": 0, |
|
"patch": 0 |
|
}, |
|
"splits": { |
|
"train": { |
|
"name": "train", |
|
"num_bytes": 6845463, |
|
"num_examples": 78977, |
|
"dataset_name": "kmhas_korean_hate_speech" |
|
}, |
|
"validation": { |
|
"name": "validation", |
|
"num_bytes": 748899, |
|
"num_examples": 8776, |
|
"dataset_name": "kmhas_korean_hate_speech" |
|
}, |
|
"test": { |
|
"name": "test", |
|
"num_bytes": 1902352, |
|
"num_examples": 21939, |
|
"dataset_name": "kmhas_korean_hate_speech" |
|
} |
|
}, |
|
"download_checksums": { |
|
"https://raw.githubusercontent.com/adlnlp/K-MHaS/main/data/kmhas_train.txt": { |
|
"num_bytes": 6845463, |
|
"checksum": "ca9145afc5fd70a2222094daa427e57a08b309cb42dcce7986528b44eb0e7008" |
|
}, |
|
"https://raw.githubusercontent.com/adlnlp/K-MHaS/main/data/kmhas_valid.txt": { |
|
"num_bytes": 748899, |
|
"checksum": "cb0df9e3cd665125b554d4c5e6f48b0801d5535ead51269134de5b85ae469c18" |
|
}, |
|
"https://raw.githubusercontent.com/adlnlp/K-MHaS/main/data/kmhas_test.txt": { |
|
"num_bytes": 1902352, |
|
"checksum": "9eaf470ee12c445817301d58672349500d6759516a730e879d36d6de17a2051a" |
|
} |
|
}, |
|
"download_size": 9496714, |
|
"post_processing_size": null, |
|
"dataset_size": 109692, |
|
"size_in_bytes": 9496714 |
|
} |
|
} |
