BriefGPT.xyz
Mar, 2024
去噪表格文本检索在开放域问答中的应用
Denoising Table-Text Retrieval for Open-Domain Question Answering
HTML
PDF
Deokhyung Kang, Baikjin Jung, Yunsu Kim, Gary Geunbae Lee
TL;DR
通过使用少量错误标签的训练数据集,以及整合表级排序信息来回答需要表格推理的问题,我们提出了Denoised Table-Text Retriever(DoTTeR),并在检索召回和下游QA任务中显著优于强基准方法。
Abstract
In
table-text open-domain question answering
, a
retriever system
retrieves relevant evidence from tables and text to answer questions. Previous studies in
→