conftrace_

multi-hop question answering

118 papers

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Also known as

MHQA MULTI-HOP QA

Co-occurring keywords

retrieval-augmented generation (1592) large language model (13587) multi-hop reasoning (423) question answering (2963) knowledge graph (1837) reasoning chain (79) information retrieval (1514) knowledge retrieval (330) question decomposition (59) knowledge editing (295)

Papers

SRLGRN: Semantic Role Labeling Graph Reasoning Network EMNLP 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020
Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps COLING 2020
Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020
Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning EMNLP 2020
A Simple Yet Strong Pipeline for HotpotQA EMNLP 2020
Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020
QASC: A Dataset for Question Answering via Sentence Composition AAAI 2020
What’s Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering IJCNLP 2019
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering IJCNLP 2019
What’s Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering EMNLP 2019
Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering EMNLP 2019
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering EMNLP 2019
Repurposing Entailment for Multi-Hop Question Answering Tasks NAACL 2019
Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering EMNLP 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction ACL 2019
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA ACL 2019
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering EMNLP 2018