HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

25 September 2018

Christopher D. Manning

RALM

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Papers citing "HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering"

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Title
Why Does ChatGPT Fall Short in Providing Truthful Answers? Shen Zheng Jie Huang Kevin Chen-Chuan Chang HILM AI4MH 19 51 0 20 Apr 2023
Datamator: An Intelligent Authoring Tool for Creating Datamations via Data Query Decomposition Yi Guo Nana Cao Ligan Cai Yanqiu Wu Daniel Weiskopf Danqing Shi Qing Chen 23 1 0 06 Apr 2023
UKP-SQuARE v3: A Platform for Multi-Agent QA Research Haritz Puerto Tim Baumgärtner Rachneet Sachdeva Haishuo Fang Haotian Zhang Sewin Tariverdian Kexin Wang Iryna Gurevych 26 2 0 31 Mar 2023
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval S. Campese Ivano Lauriola Alessandro Moschitti 16 3 0 30 Mar 2023
Explicit Planning Helps Language Models in Logical Reasoning Hongyu Zhao Kangrui Wang Mo Yu Hongyuan Mei LRM ReLM 40 15 0 28 Mar 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 49 51 0 26 Mar 2023
Secret-Keeping in Question Answering Nathaniel W. Rollings Kent O'Sullivan Sakshum Kulshrestha KELM 30 0 0 16 Mar 2023
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning Zhen Wang Rameswar Panda Leonid Karlinsky Rogerio Feris Huan Sun Yoon Kim VLM VPVLM 19 107 0 06 Mar 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq R. Joty VLM LRM 23 15 0 16 Feb 2023
Backdoor Learning for NLP: Recent Advances, Challenges, and Future Research Directions Marwan Omar SILM AAML 33 20 0 14 Feb 2023
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark D. Ribeiro Shen Wang Xiaofei Ma He Zhu Rui Dong ... William Yang Wang Zhiheng Huang George Karypis Bing Xiang Dan Roth LRM ReLM 28 23 0 13 Feb 2023
Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering Xanh Ho A. Nguyen Saku Sugawara Akiko Aizawa LRM 41 7 0 12 Feb 2023
LIQUID: A Framework for List Question Answering Dataset Generation Seongyun Lee Hyunjae Kim Jaewoo Kang RALM 33 19 0 03 Feb 2023
Graph Attention with Hierarchies for Multi-hop Question Answering Yunjie He P. Gorinski Ieva Staliunaite Pontus Stenetorp 16 2 0 27 Jan 2023
Causal Reasoning of Entities and Events in Procedural Texts Li Zhang Hainiu Xu Yue Yang Shuyan Zhou Weiqiu You Manni Arora Chris Callison-Burch ReLM LRM 33 35 0 26 Jan 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images Ryota Tanaka Kyosuke Nishida Kosuke Nishida Taku Hasegawa Itsumi Saito Kuniko Saito 22 72 0 12 Jan 2023
Inflected Forms Are Redundant in Question Generation Models Xingwu Sun Hongyin Tang Chengzhong Xu 23 1 0 01 Jan 2023
Multi-hop Evidence Retrieval for Cross-document Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 30 11 0 21 Dec 2022
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal KELM RALM LRM 19 380 0 20 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 279 0 19 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 21 31 0 19 Dec 2022
Rethinking Label Smoothing on Multi-hop Question Answering Zhangyue Yin Yuxin Wang Xiannian Hu Yiguang Wu Hang Yan Xinyu Zhang Zhao Cao Xuanjing Huang Xipeng Qiu 26 9 0 19 Dec 2022
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning Soumya Sanyal Yichong Xu Shuohang Wang Ziyi Yang Reid Pryzant W. Yu Chenguang Zhu Xiang Ren ReLM LRM 27 8 0 19 Dec 2022
Prompting Is Programming: A Query Language for Large Language Models Luca Beurer-Kellner Marc Fischer Martin Vechev LRM 45 94 0 12 Dec 2022
Successive Prompting for Decomposing Complex Questions Dheeru Dua Shivanshu Gupta Sameer Singh Matt Gardner ReLM LRM 34 112 0 08 Dec 2022
A Comprehensive Survey on Multi-hop Machine Reading Comprehension Approaches A. Mohammadi Reza Ramezani Ahmad Baraani 27 3 0 08 Dec 2022
Can In-context Learners Learn a Reasoning Concept from Demonstrations? Michal Tefnik Marek Kadlcík LRM 8 5 0 03 Dec 2022
MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding Meihuizi Jia Lei Shen Xin Shen L. Liao Meng Chen Xiaodong He Zhen-Heng Chen Jiaqi Li 37 41 0 27 Nov 2022
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval Minghan Li Sheng-Chieh Lin Barlas Oğuz Asish Ghoshal Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 30 26 0 18 Nov 2022
Data-Efficient Autoregressive Document Retrieval for Fact Verification James Thorne RALM 33 7 0 17 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 36 87 0 16 Nov 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Hiroki Iida Naoaki Okazaki 42 4 0 08 Nov 2022
Natural Language Deduction with Incomplete Information Zayne Sprague Kaj Bostrom Swarat Chaudhuri Greg Durrett LRM 46 17 0 01 Nov 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 32 19 0 30 Oct 2022
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack Yu Cao Dianqi Li Meng Fang Dinesh Manocha Jun Gao Yibing Zhan Dacheng Tao AAML 26 15 0 27 Oct 2022
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu Chenyan Xiong Si Sun Chao Zhang Arnold Overwijk VLM OOD 50 22 0 27 Oct 2022
DyREx: Dynamic Query Representation for Extractive Question Answering Urchade Zaratiana Niama El Khbir Dennis Núñez Pierre Holat Nadi Tomeh Thierry Charnois 84 2 0 26 Oct 2022
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Victor Zhong Weijia Shi Wen-tau Yih Luke Zettlemoyer 17 19 0 25 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning Jing Yi Weize Chen Yujia Qin Yankai Lin Ning Ding Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 20 2 0 24 Oct 2022
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin T. Zhao Chin-Yew Lin Nan Duan LRM CoGe 27 2 0 20 Oct 2022
Can Language Representation Models Think in Bets? Zhi–Bin Tang Mayank Kejriwal 15 6 0 14 Oct 2022
Improving Question Answering with Generation of NQ-like Questions Saptarashmi Bandyopadhyay Shraman Pal Hao-Li Zou Abhranil Chandra Jordan L. Boyd-Graber 8 1 0 12 Oct 2022
Relational Graph Convolutional Neural Networks for Multihop Reasoning: A Comparative Study Ieva Staliunaite P. Gorinski Ignacio Iacobacci GNN 24 0 0 12 Oct 2022
EduQG: A Multi-format Multiple Choice Dataset for the Educational Domain Amir Hadifar Semere Kiros Bitew Johannes Deleu Chris Develder Thomas Demeester AI4Ed 21 18 0 12 Oct 2022
Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering Hao Cheng Hao Fang Xiaodong Liu Jianfeng Gao RALM 33 5 0 11 Oct 2022
QAScore -- An Unsupervised Unreferenced Metric for the Question Generation Evaluation Tianbo Ji Chenyang Lyu Gareth J. F. Jones Liting Zhou Yvette Graham 25 21 0 09 Oct 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig LRM 35 10 0 09 Oct 2022
U3E: Unsupervised and Erasure-based Evidence Extraction for Machine Reading Comprehension Suzhe He Shumin Shi Chenghao Wu 31 0 0 06 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 70 416 0 05 Oct 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 57 77 0 28 Sep 2022