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We present a narrative understanding tool that takes as an input a narrative in natural English language that contains both sentences describing actions as well as questions and outputs answers to those questions together with natural language explanations justifying those answers. We evaluate our tool on the several tasks of Facebook’s bAbI challenge where it achieves 100% accuracy.

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tExplain: Information Extraction with Explanations

  • 会议论文

  • 发表日期：

    2025年

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  • Pedro Cabalar,
  • Adrian Dorsey,
  • Jorge Fandinno,
  • Yuliya Lierler,
  • Brais Muñiz,
  • Joel Sare

摘要

We present a narrative understanding tool that takes as an input a narrative in natural English language that contains both sentences describing actions as well as questions and outputs answers to those questions together with natural language explanations justifying those answers. We evaluate our tool on the several tasks of Facebook’s bAbI challenge where it achieves 100% accuracy.