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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Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System Haotian Wang Xiyuan Du Weijiang Yu Qianglong Chen Kun Zhu Zheng Chu Lian Yan Yi Guan 32 10 0 08 Dec 2023
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering Alsu Sagirova Mikhail Burtsev RALM 28 1 0 29 Nov 2023
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions S. Cao Jiajie Zhang Jiaxin Shi Xin Lv Zijun Yao Qingwen Tian Juanzi Li Lei Hou LRM 29 13 0 23 Nov 2023
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Self-Contradictory Reasoning Evaluation and Detection Ziyi Liu Isabelle G. Lee Yongkang Du Soumya Sanyal Jieyu Zhao LRM 30 2 0 16 Nov 2023
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Ever: Mitigating Hallucination in Large Language Models through Real-Time Verification and Rectification Haoqiang Kang Juntong Ni Huaxiu Yao HILM LRM 29 33 0 15 Nov 2023
How Well Do Large Language Models Truly Ground? Hyunji Lee Se June Joo Chaeeun Kim Joel Jang Doyoung Kim Kyoung-Woon On Minjoon Seo HILM 30 6 0 15 Nov 2023
Prompt Cache: Modular Attention Reuse for Low-Latency Inference In Gim Guojun Chen Seung-seob Lee Nikhil Sarda Anurag Khandelwal Lin Zhong 39 75 0 07 Nov 2023
Merging Generated and Retrieved Knowledge for Open-Domain QA Yunxiang Zhang Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Honglak Lee Lu Wang RALM 30 37 0 22 Oct 2023
Implications of Annotation Artifacts in Edge Probing Test Datasets Sagnik Ray Choudhury Jushaan Kalra 16 0 0 20 Oct 2023
Automatic Answerability Evaluation for Question Generation Zifan Wang Kotaro Funakoshi Manabu Okumura 26 2 0 22 Sep 2023
LLM Guided Inductive Inference for Solving Compositional Problems Abhigya Sodani Lauren Moos Matthew Mirman LRM 41 1 0 20 Sep 2023
AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions Son Quoc Tran Gia-Huy Do Phong Nguyen-Thuan Do Matt Kretchmar Xinya Du 21 0 0 10 Sep 2023
MEMORY-VQ: Compression for Tractable Internet-Scale Memory Yury Zemlyanskiy Michiel de Jong Luke Vilnis Santiago Ontañón William W. Cohen Sumit Sanghai Joshua Ainslie RALM MQ 35 0 0 28 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yong-Jin Liu Gao Huang LLMAG 22 193 0 20 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 32 2 0 02 Aug 2023
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation Ruiyang Ren Yuhao Wang Yingqi Qu Wayne Xin Zhao Jiaheng Liu Hao Tian Huaqin Wu Ji-Rong Wen Haifeng Wang RALM KELM 35 123 0 20 Jul 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 48 4 0 19 Jul 2023
Piecing Together Clues: A Benchmark for Evaluating the Detective Skills of Large Language Models Zhouhong Gu Lin Zhang Jiangjie Chen Haoning Ye Xiaoxuan Zhu ... Jianchen Wang Yikai Zhang Wenhao Huang Yanghua Xiao Hongwei Feng RALM ELM 34 0 0 11 Jul 2023
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Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Zhao Cao Maosong Sun KELM 22 5 0 28 May 2023
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering Jian Wu Yicheng Xu Yan Gao Jian-Guang Lou Börje F. Karlsson Manabu Okumura LMTD 15 3 0 24 May 2023
Knowledge Graphs Querying Arijit Khan 31 16 0 23 May 2023
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models Alfonso Amayuelas Kyle Wong Liangming Pan Wenhu Chen Luu Anh Tuan 42 26 0 23 May 2023
Making Language Models Better Tool Learners with Execution Feedback Shuofei Qiao Honghao Gui Chengfei Lv Qianghuai Jia Huajun Chen Ningyu Zhang LLMAG 40 46 0 22 May 2023
Fact-Checking Complex Claims with Program-Guided Reasoning Liangming Pan Xiaobao Wu Xinyuan Lu A. Luu William Yang Wang Min-Yen Kan Preslav Nakov LRM 34 116 0 22 May 2023
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data Ziyi Yang Mahmoud Khademi Yichong Xu Reid Pryzant Yuwei Fang ... Yu Shi Lu Yuan Takuya Yoshioka Michael Zeng Xuedong Huang 17 2 0 21 May 2023
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BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng 13 11 0 18 May 2023
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A Frustratingly Easy Improvement for Position Embeddings via Random Padding Mingxu Tao Yansong Feng Dongyan Zhao 29 6 0 08 May 2023
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Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens Zhanpeng Zeng Cole Hawkins Min-Fong Hong Aston Zhang Nikolaos Pappas Vikas Singh Shuai Zheng 21 6 0 07 May 2023
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