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Fluent Response Generation for Conversational Question Answering
AbstractQuestion answering (QA) is an important aspect of open-domain conversational agents, garnering specific research focus in the conversational QA (ConvQA) subtask. One notable limitation of recent ConvQA efforts is the …...
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension
AbstractIn this paper, we study machine reading comprehension (MRC) on long texts: where a model takes as inputs a lengthy document and a query, extracts a text span from the …...
Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering
AbstractOne of the main challenges in conversational question answering (CQA) is to resolve the conversational dependency, such as anaphora and ellipsis. However, existing approaches do not explicitly train QA models …...