Do Multi-hop Readers Dream of Reasoning Chains?

Do Multi-hop Readers Dream of Reasoning Chains?

31 October 2019

ArXiv (abs)PDF HTML

Papers citing "Do Multi-hop Readers Dream of Reasoning Chains?"

19 / 19 papers shown

Title
Bactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks Iman Barati Arash Ghafouri B. Minaei-Bidgoli LRM 94 0 0 10 Jan 2025
Teaching Algorithmic Reasoning via In-context Learning Hattie Zhou Azade Nova Hugo Larochelle Rameswar Panda Behnam Neyshabur Hanie Sedghi LRM ReLM 142 124 0 15 Nov 2022
Cross-document Event Coreference Search: Task, Dataset and Modeling Alon Eirew Avi Caciularu Ido Dagan 141 12 0 23 Oct 2022
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions Mo Yu Yi Gu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell Chuang Gan LRM 113 0 0 18 Oct 2022
Exploring Length Generalization in Large Language Models Cem Anil Yuhuai Wu Anders Andreassen Aitor Lewkowycz Vedant Misra V. Ramasesh Ambrose Slone Guy Gur-Ari Ethan Dyer Behnam Neyshabur ReLM LRM 168 184 0 11 Jul 2022
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 106 0 0 13 Oct 2021
Adaptive Information Seeking for Open-Domain Question Answering Yunchang Zhu Liang Pang Yanyan Lan Huawei Shen Xueqi Cheng RALM 94 41 0 14 Sep 2021
From LSAT: The Progress and Challenges of Complex Reasoning Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan ELM 133 49 0 02 Aug 2021
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts Arie Cattan Sophie Johnson Daniel S. Weld Ido Dagan Iz Beltagy Doug Downey Kyle Lo 169 24 0 18 Apr 2021
WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia Alon Eirew Arie Cattan Ido Dagan 69 32 0 11 Apr 2021
Complementary Evidence Identification in Open-Domain Question Answering Xiangyang Mou Mo Yu Shiyu Chang Yufei Feng Li Zhang Hui Su 108 2 0 22 Mar 2021
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning Honglu Zhou Asim Kadav Farley Lai Alexandru Niculescu-Mizil Martin Renqiang Min Mubbasir Kapadia H. Graf LRM 155 18 0 19 Mar 2021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Omar Khattab Christopher Potts Matei A. Zaharia RALM LRM 253 60 0 02 Jan 2021
Natural Language Inference in Context -- Investigating Contextual Reasoning over Long Texts Hanmeng Liu Leyang Cui Jian Liu Yue Zhang ReLM LRM 95 48 0 10 Nov 2020
CoRefi: A Crowd Sourcing Suite for Coreference Annotation A. Bornstein Arie Cattan Ido Dagan 169 19 0 06 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 151 51 0 01 Oct 2020
Streamlining Cross-Document Coreference Resolution: Evaluation and Modeling Arie Cattan Alon Eirew Gabriel Stanovsky Mandar Joshi Ido Dagan 129 37 0 23 Sep 2020
Invariant Rationalization Shiyu Chang Yang Zhang Mo Yu Tommi Jaakkola 294 208 0 22 Mar 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 220 294 0 24 Nov 2019