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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mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs Chuan Xu Qiaosheng Chen Yutong Feng Gong Cheng RALM 3DV VLM 28 0 0 16 May 2025
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging Hongjin Qian Zheng Liu RALM LRM 38 0 0 14 May 2025
Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Ziyang Huang Xiaowei Yuan Yiming Ju Jun Zhao Kang Liu RALM KELM 26 0 0 12 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
GRADA: Graph-based Reranker against Adversarial Documents Attack Jingjie Zheng Aryo Pradipta Gema Giwon Hong Xuanli He Pasquale Minervini Youcheng Sun Qiongkai Xu 26 0 0 12 May 2025
POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models Yangguang Shao Xinjie Lin Haozheng Luo Chengshang Hou G. Xiong Jiahao Yu Junzheng Shi SILM 52 0 0 10 May 2025
Sparse Attention Remapping with Clustering for Efficient LLM Decoding on PIM Zehao Fan Garrett Gagnon Zhenyu Liu Liu Liu 29 0 0 09 May 2025
LLM-Independent Adaptive RAG: Let the Question Speak for Itself Maria Marina Nikolay Ivanov Sergey Pletenev Mikhail Salnikov Daria Galimzianova Nikita Krayko Vasily Konovalov Alexander Panchenko Viktor Moskvoretskii RALM 42 0 0 07 May 2025
ZeroSearch: Incentivize the Search Capability of LLMs without Searching Hao Sun Zile Qiao Jiayan Guo Xuanbo Fan Yingyan Hou Yong-feng Jiang Pengjun Xie Fei Huang Yan Zhang J. Zhou OffRL 58 0 0 07 May 2025
A Reasoning-Focused Legal Retrieval Benchmark Lucia Zheng Neel Guha Javokhir Arifov Sarah Zhang Michal Skreta Christopher D. Manning Peter Henderson Daniel E. Ho AILaw RALM ELM 94 2 0 06 May 2025
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 80 2 0 01 May 2025
EnronQA: Towards Personalized RAG over Private Documents Michael J. Ryan Danmei Xu Chris Nivera Daniel Campos SILM 67 0 0 01 May 2025
Hoist with His Own Petard: Inducing Guardrails to Facilitate Denial-of-Service Attacks on Retrieval-Augmented Generation of LLMs Pan Suo Yu-ming Shang San-Chuan Guo Xi Zhang SILM AAML 50 0 0 30 Apr 2025
Traceback of Poisoning Attacks to Retrieval-Augmented Generation Baolei Zhang Haoran Xin Minghong Fang Zhuqing Liu Biao Yi Tong Li Zheli Liu SILM AAML 64 0 0 30 Apr 2025
CachePrune: Neural-Based Attribution Defense Against Indirect Prompt Injection Attacks Rui Wang Junda Wu Yu Xia Tong Yu R. Zhang Ryan Rossi Lina Yao Julian McAuley AAML SILM 51 0 0 29 Apr 2025
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities Woongyeong Yeo Kangsan Kim Soyeong Jeong Jinheon Baek Sung Ju Hwang 54 1 0 29 Apr 2025
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers Roman Abramov Felix Steinbauer Gjergji Kasneci 147 0 0 29 Apr 2025
TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering Zhonghao Li Kunpeng Zhang Jinghuai Ou Shuliang Liu Xuming Hu 64 0 0 28 Apr 2025
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese Peilin Zhou Bruce Leon Xiang Ying C. Zhang Yifan Shao ... Sixin Hong J. Ren Jian Chen Chao-Hong Liu Yining Hua RALM ELM LRM 50 0 0 27 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 86 1 0 26 Apr 2025
Evaluating Evaluation Metrics -- The Mirage of Hallucination Detection Atharva Kulkarni Yuan-kang Zhang Joel Ruben Antony Moniz Xiou Ge Bo-Hsiang Tseng Dhivya Piraviperumal Shri Kiran Srinivasan Hong-ye Yu HILM 86 0 0 25 Apr 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths Jingjin Wang LRM 143 0 0 25 Apr 2025
Even Small Reasoners Should Quote Their Sources: Introducing the Pleias-RAG Model Family Pierre-Carl Langlais Pavel Chizhov Mattia Nee Carlos Rosas Hinostroza Matthieu Delsart Irène Girard Othman Hicheur Anastasia Stasenko Ivan P. Yamshchikov LRM 64 0 0 25 Apr 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering Rong Cheng Jiaheng Liu Yan Zheng Fei Ni Jiazhen Du Hangyu Mao Fuzheng Zhang Bo-Lan Wang Jianye Hao LRM 64 0 0 25 Apr 2025
HalluLens: LLM Hallucination Benchmark Yejin Bang Ziwei Ji Alan Schelten Anthony Hartshorn Tara Fowler Cheng Zhang Nicola Cancedda Pascale Fung HILM 92 0 0 24 Apr 2025
aiXamine: Simplified LLM Safety and Security Fatih Deniz Dorde Popovic Yazan Boshmaf Euisuh Jeong M. Ahmad Sanjay Chawla Issa M. Khalil ELM 80 0 0 21 Apr 2025
LLM-as-a-Judge: Reassessing the Performance of LLMs in Extractive QA Xanh Ho Jiahao Huang Florian Boudin Akiko Aizawa ELM 36 0 0 16 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 40 0 0 15 Apr 2025
Efficient Reasoning Models: A Survey Sicheng Feng Gongfan Fang Xinyin Ma Xinchao Wang ReLM LRM 145 0 0 15 Apr 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation Hanghui Guo Jia Zhu Shimin Di Weijie Shi Zhangze Chen Jiajie Xu 35 0 0 14 Apr 2025
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization Yang Jiao X. Wang Kai Yang AAML SILM 33 0 0 10 Apr 2025
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG Hengran Zhang Minghao Tang Keping Bi J. Guo Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng 19 0 0 07 Apr 2025
Synthetic Data Generation & Multi-Step RL for Reasoning & Tool Use Anna Goldie Azalia Mirhoseini Hao Zhou Irene Cai Christopher D. Manning SyDa OffRL ReLM LRM 109 3 0 07 Apr 2025
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering Ahmed Masry Mohammed Saidul Islam Mahir Ahmed Aayush Bajaj Firoz Kabir ... Mehrad Shahmohammadi Megh Thakkar Md. Rizwan Parvez E. Hoque Shafiq R. Joty ELM 33 0 0 07 Apr 2025
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling Hengran Zhang Keping Bi J. Guo Xiaojie Sun Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng RALM 141 0 0 07 Apr 2025
Safe Screening Rules for Group OWL Models Runxue Bao Quanchao Lu Yanfu Zhang 36 0 0 04 Apr 2025
GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement Jerry Xu Justin Wang Joley Leung Jasmine Gu 50 0 0 30 Mar 2025
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering Alexander Murphy Mohd Sanad Zaki Rizvi Aden Haussmann Ping Nie Guifu Liu Aryo Pradipta Gema Pasquale Minervini 52 0 0 30 Mar 2025
Not All LoRA Parameters Are Essential: Insights on Inference Necessity Guanhua Chen Yutong Yao Ci-Jun Gao Lidia S. Chao Feng Wan Derek F. Wong 39 0 0 30 Mar 2025
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation Zhicheng Lee S. Cao Jinxin Liu J. Zhang Weichuan Liu Xiaoyin Che Lei Hou Juanzi Li ReLM LRM 91 2 0 27 Mar 2025
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning M. Ben-Chen Tianpeng Li Haoze Sun Yijie Zhou Chenzheng Zhu ... Xin Wu Haofen Wang Jeff Z. Pan Wen Zhang H. Chen ReLM OffRL AI4TS LRM 69 6 0 25 Mar 2025
GPU-Accelerated Motion Planning of an Underactuated Forestry Crane in Cluttered Environments M. Vu Gerald Ebmer Alexander Watcher Marc-Philip Ecker Giang Nguyen Tobias Glueck 71 0 0 18 Mar 2025
Learning on LLM Output Signatures for gray-box LLM Behavior Analysis Guy Bar-Shalom Fabrizio Frasca Derek Lim Yoav Gelberg Yftah Ziser Ran El-Yaniv Gal Chechik Haggai Maron 67 0 0 18 Mar 2025
SuperBPE: Space Travel for Language Models Alisa Liu J. Hayase Valentin Hofmann Sewoong Oh Noah A. Smith Yejin Choi 43 3 0 17 Mar 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Bowen Jin Hansi Zeng Zhenrui Yue Dong Wang Sercan Ö. Arik Dong Wang Hamed Zamani J. Han RALM ReLM KELM OffRL AI4TS LRM 84 24 0 12 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 70 3 0 11 Mar 2025
R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning Huatong Song Jinhao Jiang Yingqian Min Jie Chen Z. Chen Wayne Xin Zhao Lei Fang Ji-Rong Wen AI4TS LRM KELM 95 9 0 07 Mar 2025
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning Zhibin Lan Liqiang Niu Fandong Meng Jie Zhou Jinsong Su VLM 69 1 0 04 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 83 2 0 03 Mar 2025
Self-Memory Alignment: Mitigating Factual Hallucinations with Generalized Improvement Siyuan Zhang Y. Zhang Yinpeng Dong Hang Su HILM KELM 191 0 0 26 Feb 2025