MuSiQue: Multihop Questions via Single-hop Question Composition

2 August 2021

H. Trivedi

Niranjan Balasubramanian

Papers citing "MuSiQue: Multihop Questions via Single-hop Question Composition"

28 / 178 papers shown

Title
Getting MoRE out of Mixture of Language Model Reasoning Experts Chenglei Si Weijia Shi Chen Zhao Luke Zettlemoyer Jordan L. Boyd-Graber LRM 26 23 0 24 May 2023
HOP, UNION, GENERATE: Explainable Multi-hop Reasoning without Rationale Supervision Wenting Zhao Justin T. Chiu Claire Cardie Alexander M. Rush LRM 19 4 0 23 May 2023
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database Minjun Zhu Yixuan Weng Shizhu He Kang Liu Jun Zhao RALM LRM 33 1 0 23 May 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding Uri Shaham Maor Ivgi Avia Efrat Jonathan Berant Omer Levy VLM 46 127 0 23 May 2023
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions Wenhao Yu Meng Jiang Peter Clark Ashish Sabharwal 20 21 0 23 May 2023
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 40 8 0 12 May 2023
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng Tat-Seng Chua RALM KELM LRM 32 39 0 28 Apr 2023
q2d: Turning Questions into Dialogs to Teach Models How to Search Yonatan Bitton Shlomi Cohen-Ganor Ido Hakimi Yoad Lewenberg Roee Aharoni Enav Weinreb 57 4 0 27 Apr 2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought Ori Yoran Tomer Wolfson Ben Bogin Uri Katz Daniel Deutch Jonathan Berant ReLM LRM KELM 26 95 0 25 Apr 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 49 54 0 26 Mar 2023
Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering Xanh Ho A. Nguyen Saku Sugawara Akiko Aizawa LRM 44 7 0 12 Feb 2023
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal KELM RALM LRM 44 390 0 20 Dec 2022
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation Qian Yang Qian Chen Wen Wang Baotian Hu Min Zhang 37 24 0 16 Dec 2022
How Well Do Multi-hop Reading Comprehension Models Understand Date Information? Xanh Ho Saku Sugawara Akiko Aizawa 34 2 0 11 Oct 2022
Measuring and Narrowing the Compositionality Gap in Language Models Ofir Press Muru Zhang Sewon Min Ludwig Schmidt Noah A. Smith M. Lewis ReLM KELM LRM 54 565 0 07 Oct 2022
Decomposed Prompting: A Modular Approach for Solving Complex Tasks Tushar Khot H. Trivedi Matthew Finlayson Yao Fu Kyle Richardson Peter Clark Ashish Sabharwal ReLM LRM 70 420 0 05 Oct 2022
Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering Priyanka Sen Alham Fikri Aji Amir Saffari LRM 102 61 0 04 Oct 2022
Prompt-based Conservation Learning for Multi-hop Question Answering Zhenyun Deng Yonghua Zhu Yang Chen Qianqian Qi Michael Witbrock Patricia J. Riddle RALM LRM 40 4 0 14 Sep 2022
A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension Xanh Ho Johannes Mario Meissner Saku Sugawara Akiko Aizawa OffRL 35 4 0 05 Sep 2022
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs S. Amouyal Tomer Wolfson Ohad Rubin Ori Yoran Jonathan Herzig Jonathan Berant RALM VLM 33 21 0 25 May 2022
Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal ReLM LRM 35 11 0 25 May 2022
Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering Wenhu Chen Pat Verga Michiel de Jong John Wieting William W. Cohen RALM KELM 37 26 0 10 Apr 2022
Reasoning over Public and Private Data in Retrieval-Based Systems Simran Arora Patrick Lewis Angela Fan Jacob Kahn Christopher Ré 28 23 0 14 Mar 2022
Hey AI, Can You Solve Complex Tasks by Talking to Agents? Tushar Khot Kyle Richardson Daniel Khashabi Ashish Sabharwal RALM LRM 20 14 0 16 Oct 2021
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills Ori Yoran Alon Talmor Jonathan Berant ReLM LRM 183 53 0 15 Jul 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 259 678 0 06 Jan 2021
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 191 55 0 23 Oct 2020
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 246 495 0 16 Oct 2019