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Patricia Riddle

2 accepted papers

2022

Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering

IJCAI 2022poster

Effective multi-hop question answering (QA) requires reasoning over multiple scattered paragraphs and providing explanations for answers. Most existing approaches cannot provide an interpretable reasoning process to illustrate how these models arrive at an answer. In this paper, we propose a Questio…

Cited by 27SourcePDFScholar
2022

Prompt-based Conservation Learning for Multi-hop Question Answering

COLING 2022main

Multi-hop question answering (QA) requires reasoning over multiple documents to answer a complex question and provide interpretable supporting evidence. However, providing supporting evidence is not enough to demonstrate that a model has performed the desired reasoning to reach the correct answer. M…

Cited by 4SourcePDFScholar