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文本蕴涵 — 自然语言推理 (NLI)

文本蕴涵,也称为自然语言推理 (NLI),是一项自然语言处理任务,旨在判断一段文本(前提)是蕴涵、矛盾还是中立于另一段文本(假设)。该任务由 PASCAL 文本蕴涵识别挑战赛(Dagan, Glickman & Magnini, 2006)正式确立,并由 MultiNLI 语料库(Williams, Nangia & Bowman, 2018)扩展,是问答和事实核查流程的基础。

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来源

  1. Dagan, I., Glickman, O. & Magnini, B. (2006). The PASCAL Recognising Textual Entailment Challenge. link
  2. Williams, A., Nangia, N. & Bowman, S. (2018). A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference. NAACL. link

如何引用本页

ScholarGate. (2026, June 1). Textual Entailment (Natural Language Inference, NLI). ScholarGate. https://scholargate.app/zh/text-mining/textual-entailment

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被引用于

ScholarGateTextual Entailment (Textual Entailment (Natural Language Inference, NLI)). 于 2026-06-15 检索自 https://scholargate.app/zh/text-mining/textual-entailment · 数据集: https://doi.org/10.5281/zenodo.20539026