explainable question answering

7 papers

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Also known as

EQA EXQA XQA

Co-occurring keywords

question answering (2904) entailment tree (11) multi-view contrastive learning (8) bidirectional reasoning (10) user-centered evaluation (2) explainable qa (2) explainable reasoning (16) entailment tree generation (3) answer-explanation coupling (1) answer explanation coupling (1)

Papers

FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering ACL 2024

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023

RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees EMNLP 2022

Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning EMNLP 2022

Red Dragon AI at TextGraphs 2020 Shared Task : LIT : LSTM-Interleaved Transformer for Multi-Hop Explanation Ranking COLING 2020

F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering EMNLP 2020

Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction ACL 2019