447

种类自然语言推理(MultiNLI)语料库

MultiNLI

MultiNLI 自然语言处理 阅读理解 逻辑推理 语料 句子 英文

多种类自然语言推理(MultiNLI)语料库是一个众包的433k句子对的集合,带有文本蕴含信息。语料库以SNLI语料库为模型,但是不同之处在于它涵盖了多种口语和书面语体,并支持独特的跨语体泛化评估。

免积分下载
数据集市
2020年05月01日
227MB

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数据介绍

多种类自然语言推理(MultiNLI)语料库是一个众包的433k句子对的集合,带有文本蕴含信息。语料库以SNLI语料库为模型,但是不同之处在于它涵盖了多种口语和书面语体,并支持独特的跨语体泛化评估。该语料库是哥本哈根EMNLP 2017 RepEval研讨会共同任务的基础。

数据示例:

Premise Label Hypothesis Fiction The Old One always comforted Ca'daan, except today. neutral Ca'daan knew the Old One very well. Letters Your gift is appreciated by each and every student who will benefit from your generosity. neutral Hundreds of students will benefit from your generosity. Telephone Speech yes now you know if if everybody like in August when everybody's on vacation or something we can dress a little more casual or contradiction August is a black out month for vacations in the company. 9/11 Report At the other end of Pennsylvania Avenue, people began to line up for a White House tour. entailment People formed a line at the end of Pennsylvania Avenue. 数据下载:

MultiNLI分布在一个包含ZIP语料库的单个ZIP文件中,该语料库既是JSON行(jsonl),也是制表符分隔的文本(txt)。

下载:MultiNLI 1.0(227MB,ZIP)

数据引用: @InProceedings{N18-1101, author = "Williams, Adina and Nangia, Nikita and Bowman, Samuel", title = "A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference", booktitle = "Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)", year = "2018", publisher = "Association for Computational Linguistics", pages = "1112--1122", location = "New Orleans, Louisiana", url = "http://aclweb.org/anthology/N18-1101" }

还没有任何文件记录.