Is Graph Structure Necessary for Multi-hop Question Answering?

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Is Graph Structure Necessary for Multi-hop Question Answering?

7 April 2020

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Papers citing "Is Graph Structure Necessary for Multi-hop Question Answering?"

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Title
GenDec: A robust generative Question-decomposition method for Multi-hop reasoning Jian Wu Linyi Yang Yuliang Ji Wenhao Huang Börje F. Karlsson Manabu Okumura 90 7 0 17 Feb 2024
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering Siyuan Wang Zhongyu Wei Zhihao Fan Tao Gui Xuanjing Huang LRM 133 9 0 22 Aug 2022
Reasoning Chain Based Adversarial Attack for Multi-hop Question Answering Jiayu Ding Siyuan Wang Qin Chen Zhongyu Wei AAML OOD LRM 66 4 0 17 Dec 2021
Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction Kosuke Nishida Kyosuke Nishida Itsumi Saito Sen Yoshida 128 7 0 17 Nov 2021
Parameter-Efficient Neural Question Answering Models via Graph-Enriched Document Representations Louis Castricato Stephen Fitz W. Shin GNN 68 0 0 01 Jun 2021
Generative Context Pair Selection for Multi-hop Question Answering Dheeru Dua Cicero Nogueira dos Santos Patrick Ng Ben Athiwaratkun Bing Xiang Matt Gardner Sameer Singh LRM 51 2 0 18 Apr 2021
Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering Nan Shao Yiming Cui Ting Liu Shijin Wang Guoping Hu KELM 91 5 0 07 Feb 2021
Unsupervised Explanation Generation for Machine Reading Comprehension Yiming Cui Ting Liu Shijin Wang Guoping Hu LRM 45 3 0 13 Nov 2020
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering Hendrik Schuff Heike Adel Ngoc Thang Vu ELM 94 20 0 13 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 151 51 0 01 Oct 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 132 63 0 13 May 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 394 4,380 0 10 Apr 2020
Hierarchical Graph Network for Multi-hop Question Answering Yuwei Fang S. Sun Zhe Gan R. Pillai Shuohang Wang Jingjing Liu 246 177 0 09 Nov 2019