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斯坦福自然语言推理(SNLI)语料库

斯坦福自然语言推理(SNLI)语料库

Scene:

MNIST

Data Type:

Classification
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Data Preview ? 90.17M

    Data Structure ?

    *数据结构实际以真实数据为准

    SNLI语料库(1.0版)是一个57万个人工书写的英语句子对的集合,这些句子对经过手动标注以实现平衡分类,并带有enume矛盾中性标签,支持自然语言推理(NLI)的任务,也称为文本内容识别(RTE)。我们旨在将其用作评估文本表示系统(尤其是包括由表示学习方法所诱导的系统)的基准,以及开发任何形式的NLP模型的资源。

    语料示例:

    Text Judgments Hypothesis
    A man inspects the uniform of a figure in some East Asian country. contradiction C C C C C The man is sleeping
    An older and younger man smiling. neutral N N E N N Two men are smiling and laughing at the cats playing on the floor.
    A black race car starts up in front of a crowd of people. contradiction C C C C C A man is driving down a lonely road.
    A soccer game with multiple males playing. entailment E E E E E Some men are playing a sport.
    A smiling costumed woman is holding an umbrella. neutral N N E C N A happy woman in a fairy costume holds an umbrella.

    数据引用:

    Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning. 2015. A large annotated corpus for learning natural language inference. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing (EMNLP). [pdf] [bib]

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