Reading Wikipedia to Answer Open-Domain Questions

31 March 2017

Jason Weston

Papers citing "Reading Wikipedia to Answer Open-Domain Questions"

50 / 392 papers shown

Title
The Distracting Effect: Understanding Irrelevant Passages in RAG Chen Amiraz Florin Cuconasu Simone Filice Zohar Karnin 34 0 0 11 May 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation Junyu Ma Tianqing Fang Zizhuo Zhang Hongming Zhang Haitao Mi Dong Yu ReLM RALM LRM 195 0 0 06 May 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 86 2 0 03 Mar 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases Y. Lei Haoyu Han Ryan Rossi Franck Dernoncourt Nedim Lipka M. Halappanavar Jiliang Tang Yu Wang 46 2 0 27 Feb 2025
OmniQuery: Contextually Augmenting Captured Multimodal Memory to Enable Personal Question Answering Jiahao Nick Li Zhuohao Jerry Zhang Zhang 59 1 0 24 Feb 2025
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking Zekun Xi Wenbiao Yin Jizhan Fang Jialong Wu Runnan Fang N. Zhang Jiang Yong Pengjun Xie Fei Huang H. Chen SyDa LRM 114 7 0 21 Feb 2025
Question Answering with Texts and Tables through Deep Reinforcement Learning M. M. José Flávio Nakasato Cação Maria F. Ribeiro Rafael M. Cheang Paulo Pirozelli Fabio Gagliardi Cozman LMTD RALM 167 0 0 21 Feb 2025
UniKnow: A Unified Framework for Reliable Language Model Behavior across Parametric and External Knowledge Youna Kim Hyuhng Joon Kim Minjoon Choi Hyuhng Joon Kim Sang-goo Lee Sang-goo Lee Taeuk Kim KELM 61 0 0 19 Feb 2025
NL2KQL: From Natural Language to Kusto Query Amir H. Abdi Xinye Tang Jeremias Eichelbaum Mahan Das Alex Klein ... William Blum Daniel L Mace Tanvi Raja Namrata Padmanabhan Ye Xing 74 2 0 20 Jan 2025
Bactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks Iman Barati Arash Ghafouri B. Minaei-Bidgoli LRM 46 0 0 10 Jan 2025
GeAR: Generation Augmented Retrieval Haoyu Liu Shaohan Huang Jianfeng Liu Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Furu Wei Qi Zhang 47 1 0 06 Jan 2025
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning Amy Xin Jinxin Liu Zijun Yao Zhicheng Li S. Cao Lei Hou Juanzi Li LRM 89 1 0 25 Nov 2024
Rate, Explain and Cite (REC): Enhanced Explanation and Attribution in Automatic Evaluation by Large Language Models Aliyah R. Hsu James Zhu Zhichao Wang Bin Bi Shubham Mehrotra ... Sougata Chaudhuri Regunathan Radhakrishnan S. Asur Claire Na Cheng Bin Yu ALM LRM 69 0 0 03 Nov 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 31 3 0 19 Oct 2024
Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions Michael J.Q. Zhang W. Bradley Knox Eunsol Choi 50 4 0 17 Oct 2024
Open Domain Question Answering with Conflicting Contexts Siyi Liu Qiang Ning Kishaloy Halder Wei Xiao Zheng Qi ... Yi Zhang Neha Anna John Bonan Min Yassine Benajiba Dan Roth LLMAG 71 2 0 16 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 41 3 0 10 Oct 2024
HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly Howard Yen Tianyu Gao Minmin Hou Ke Ding Daniel Fleischer Peter Izsak Moshe Wasserblat Danqi Chen ALM ELM 62 26 0 03 Oct 2024
Open-World Evaluation for Retrieving Diverse Perspectives Hung-Ting Chen Eunsol Choi 35 0 0 26 Sep 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 52 8 0 26 Aug 2024
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty Yongjin Yang Haneul Yoo Hwaran Lee 65 1 0 13 Aug 2024
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring Zifan Wang Christopher Ormerod ELM 40 1 0 07 Aug 2024
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget Adam Gould Pere-Lluis Huguet-Cabot S. Dadhania Francesca Toni 82 9 0 31 Jul 2024
NV-Retriever: Improving text embedding models with effective hard-negative mining Gabriel de Souza P. Moreira Radek Osmulski Mengyao Xu Ronay Ak Benedikt Schifferer Even Oldridge RALM 49 31 0 22 Jul 2024
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems Yunxiao Shi Xing Zi Zijing Shi Haimin Zhang Qiang Wu Min Xu 39 7 0 15 Jul 2024
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates Zeyu Leo Liu Shrey Pandit Xi Ye Eunsol Choi Greg Durrett KELM ALM 81 4 0 08 Jul 2024
VRSD: Rethinking Similarity and Diversity for Retrieval in Large Language Models Hang Gao Yongfeng Zhang 43 2 0 05 Jul 2024
OmAgent: A Multi-modal Agent Framework for Complex Video Understanding with Task Divide-and-Conquer Lu Zhang Tiancheng Zhao Heting Ying Yibo Ma Kyusong Lee LLMAG 38 9 0 24 Jun 2024
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 55 47 0 21 Jun 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang chaeHun Park Taehee Kim Jaegul Choo 46 2 0 18 Jun 2024
Satyrn: A Platform for Analytics Augmented Generation Marko Sterbentz Cameron Barrie Shubham Shahi Abhratanu Dutta Donna Hooshmand Harper Pack Kristian J. Hammond 36 0 0 17 Jun 2024
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models Shangqing Tu Yuanchun Wang Jifan Yu Yuyang Xie Yaran Shi Xiaozhi Wang Jing Zhang Lei Hou Juanzi Li ELM 43 3 0 17 Jun 2024
Unraveling and Mitigating Retriever Inconsistencies in Retrieval-Augmented Large Language Models Mingda Li Xinyu Li Yifan Chen Wenfeng Xuan Weinan Zhang RALM 33 2 0 31 May 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Lin RALM BDL 108 10 0 29 May 2024
Perturbation-Restrained Sequential Model Editing Junjie Ma Hong Wang Haoyang Xu Zhen-Hua Ling Jia-Chen Gu KELM 68 8 0 27 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 85 51 0 22 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 40 191 0 10 May 2024
Redefining Information Retrieval of Structured Database via Large Language Models Mingzhu Wang Yuzhe Zhang Qihang Zhao Juanyi Yang Hong Zhang RALM KELM 35 0 0 09 May 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 64 1 0 08 May 2024
TIGQA:An Expert Annotated Question Answering Dataset in Tigrinya Hailay Teklehaymanot Dren Fazlija Niloy Ganguly Gourab K. Patro Wolfgang Nejdl 36 0 0 26 Apr 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art Neeloy Chakraborty Melkior Ornik Katherine Driggs-Campbell LRM 57 9 0 25 Mar 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 24 123 0 31 Jan 2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation Zhihao Zhang Alan Zhu Lijie Yang Yihua Xu Lanting Li P. Phothilimthana Zhihao Jia RALM KELM 56 16 0 25 Jan 2024
QAnswer: Towards Question Answering Search over Websites Kunpeng Guo Clement Defretiere Dennis Diefenbach Christophe Gravier Antoine Gourru 40 4 0 17 Jan 2024
Question Answering in Natural Language: the Special Case of Temporal Expressions Armand Stricker 17 5 0 23 Nov 2023
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation Xi Ye Ruoxi Sun Sercan Ö. Arik Tomas Pfister HILM 34 25 0 16 Nov 2023
SEMQA: Semi-Extractive Multi-Source Question Answering Tal Schuster Á. Lelkes Haitian Sun Jai Gupta Jonathan Berant W. Cohen Donald Metzler 36 13 0 08 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
CLIFT: Analysing Natural Distribution Shift on Question Answering Models in Clinical Domain Ankit Pal 19 2 0 19 Oct 2023
Making Retrieval-Augmented Language Models Robust to Irrelevant Context Ori Yoran Tomer Wolfson Ori Ram Jonathan Berant RALM LRM 24 185 0 02 Oct 2023