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Generation-Augmented Retrieval for Open-domain Question Answering

Annual Meeting of the Association for Computational Linguistics (ACL), 2020

17 September 2020

Xiaodong Liu

Papers citing "Generation-Augmented Retrieval for Open-domain Question Answering"

50 / 163 papers shown

Title
MuISQA: Multi-Intent Retrieval-Augmented Generation for Scientific Question Answering Zhiyuan Li Haisheng Yu Guangchuan Guo Nan Zhou Jiajun Zhang RALM 283 0 0 20 Nov 2025
Embedding-Based Context-Aware Reranker Ye Yuan Mohammad Amin Shabani Siqi Liu 140 0 0 15 Oct 2025
You only need 4 extra tokens: Synergistic Test-time Adaptation for LLMs Yijie Xu Huizai Yao Zhiyu Guo Weiyu Guo Pengteng Li Aiwei Liu Xuming Hu Hui Xiong 152 1 0 11 Oct 2025
Sim-DETR: Unlock DETR for Temporal Sentence Grounding Jiajin Tang Zhengxuan Wei Yuchen Zhu Cheng Shi Guanbin Li Guanbin Li Sibei Yang PINN 284 1 0 28 Sep 2025
Investigating Multi-layer Representations for Dense Passage Retrieval Zhongbin Xie Thomas Lukasiewicz 104 0 0 28 Sep 2025
Query Expansion in the Age of Pre-trained and Large Language Models: A Comprehensive Survey Minghan Li Xinxuan Lv Junjie Zou Tongna Chen Chao Zhang Suchao An Ercong Nie Guodong Zhou 100 4 0 09 Sep 2025
Test-time Corpus Feedback: From Retrieval to RAG Mandeep Rathee Venktesh V Sean MacAvaney Avishek Anand RALM 3DV 298 2 0 21 Aug 2025
SafeDriveRAG: Towards Safe Autonomous Driving with Knowledge Graph-based Retrieval-Augmented Generation Hao Ye Mengshi Qi Zhaohong Liu Liang Liu Huadong Ma 148 5 0 29 Jul 2025
Micro-Act: Mitigating Knowledge Conflict in LLM-based RAG via Actionable Self-Reasoning Nan Huo Jinyang Li Bowen Qin Ge Qu Xiaolong Li Xiaodong Li Chenhao Ma Reynold Cheng RALM 300 1 0 05 Jun 2025
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking Yunyi Zhang Ruozhen Yang Siqi Jiao SeongKu Kang Jiawei Han 227 3 0 27 May 2025
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities Chuangtao Ma Yongrui Chen Tianxing Wu Arijit Khan Haofen Wang ELM 315 8 0 26 May 2025
Prompting is not Enough: Exploring Knowledge Integration and Controllable Generation Tingjia Shen Hao Wang Chuan Qin Ruijun Sun Yang Song Defu Lian Hengshu Zhu Tong Xu 279 2 0 26 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 278 12 0 12 May 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Jing Chen Yangqiu Song Jin Dong Jianxin Li Philip S. Yu 364 3 0 27 Apr 2025
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey Aoran Gan Hao Yu Kai Zhang Qi Liu Wenyu Yan Zhenya Huang Shiwei Tong Guoping Hu RALM 3DV 291 14 0 21 Apr 2025
Toward a digital twin of U.S. Congress Hayden Helm Tianyi Chen Harvey McGuinness Paige Lee Brandon Duderstadt Carey E. Priebe 200 1 0 04 Apr 2025
Moment Quantization for Video Temporal Grounding Xiaolong Sun Le Wang Sanping Zhou Liushuai Shi Kun Xia Mengnan Liu Yabing Wang Gang Hua MQ 225 1 0 03 Apr 2025
Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval Enrico Palumbo Gustavo Penha Andreas Damianou José Luis Redondo García Timothy Christopher Heath Alice Wang Hugues Bouchard M. Lalmas 366 6 0 31 Mar 2025
A Multi-Agent Framework Integrating Large Language Models and Generative AI for Accelerated Metamaterial Design Jie Tian Martin Taylor Sobczak Dhanush Patil Jixin Hou Lin Pang ... Yuval Golan Xiaoming Zhai Hongyue Sun Kenan Song Xiaobei Wang LLMAG AI4CE 324 2 0 25 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 295 2 0 23 Mar 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge BasesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Y. Lei Haoyu Han Ryan Rossi Franck Dernoncourt Nedim Lipka M. Halappanavar Shucheng Zhou Yu Wang 451 3 0 27 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 925 5 0 21 Feb 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 594 904 0 20 Feb 2025
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering Sichu Liang Linhai Zhang Hongyu Zhu Wenwen Wang Yulan He Deyu Zhou RALM 238 5 0 19 Feb 2025
RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Junhao Hu Wenrui Huang Weidong Wang Zhenwen Li Tiancheng Hu Zhixia Liu Xusheng Chen Tao Xie Yizhou Shan LRM 412 1 0 16 Feb 2025
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledgeAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Daniel Tamayo Aitor Gonzalez-Agirre Javier Hernando Marta Villegas KELM 423 8 0 04 Feb 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou ... Hao-Heng Chen Chuang Zhou Yi-Ju Chang Yi-Ju Chang Xiao Huang 3DV 522 66 0 21 Jan 2025
Towards More Robust Retrieval-Augmented Generation: Evaluating RAG Under Adversarial Poisoning Attacks Jinyan Su Jin Peng Zhou Zhengxin Zhang Preslav Nakov Claire Cardie AAML SILM 180 5 0 21 Dec 2024
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention Graph Seonho An Young Yik Rhim Min-Soo Kim AILaw 193 1 0 16 Dec 2024
The Automated Verification of Textual Claims (AVeriTeC) Shared Task Michael Schlichtkrull Yulong Chen Chenxi Whitehouse Zhenyun Deng Mubashara Akhtar ... Christos Christodoulopoulos O. Cocarascu Arpit Mittal James Thorne Andreas Vlachos 232 22 0 31 Oct 2024
Zero-Shot Dense Retrieval with Embeddings from Relevance Feedback Nour Jedidi Yung-Sung Chuang Leslie Shing James R. Glass RALM 186 4 0 28 Oct 2024
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels Lei Li Xiangxu Zhang Xiao Zhou Zheng Liu VLM RALM 329 7 0 26 Oct 2024
Taxonomy-guided Semantic Indexing for Academic Paper SearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 SeongKu Kang Yunyi Zhang Pengcheng Jiang Dongha Lee Jiawei Han Hwanjo Yu 180 12 0 25 Oct 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Luohe Shi Yao Yao Zuchao Li Lefei Zhang Hai Zhao 208 0 0 30 Sep 2024
Open-World Evaluation for Retrieving Diverse PerspectivesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Hung-Ting Chen Eunsol Choi 332 3 0 26 Sep 2024
RAGProbe: An Automated Approach for Evaluating RAG Applications Shangeetha Sivasothy Scott Barnett Stefanus Kurniawan Zafaryab Rasool Rajesh Vasa 137 8 0 24 Sep 2024
KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory SystemsIEEE International Conference on Robotics and Automation (ICRA), 2024 Zixuan Wang Bo Yu Junzhe Zhao Wenhao Sun Sai Hou Shuai Liang Xing Hu Yinhe Han Yiming Gan 386 11 0 23 Sep 2024
Language agents achieve superhuman synthesis of scientific knowledge Michael D. Skarlinski Sam Cox Jon M. Laurent James D. Braza Michaela M. Hinks M. Hammerling Manvitha Ponnapati Samuel G. Rodriques Andrew D. White ELM HILM ALM 388 82 0 10 Sep 2024
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models Duy Khoa Pham Bao Quoc Vo LM&MA HILM 302 21 0 25 Aug 2024
Poor-Supervised Evaluation for SuperLLM via Mutual ConsistencyAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Peiwen Yuan Shaoxiong Feng Yiwei Li Xinglin Wang Boyuan Pan Heda Wang Yao Hu Kan Li 225 1 0 25 Aug 2024
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented GenerationNeural Information Processing Systems (NeurIPS), 2024 Dongyu Ru Lin Qiu Xiangkun Hu Tianhang Zhang Peng Shi ... Tong He Zhiguo Wang Pengfei Liu Yue Zhang Zheng Zhang 408 33 0 15 Aug 2024
A Comparison of LLM Finetuning Methods & Evaluation Metrics with Travel Chatbot Use Case Sonia Meyer Shreya Singh Bertha Tam Christopher Ton Angel Ren 290 10 0 07 Aug 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 343 10 0 17 Jul 2024
Revolutionizing Bridge Operation and maintenance with LLM-based Agents: An Overview of Applications and Insights Xinyu-Chen Lianzhen-Zhang LLMAG AI4CE 394 6 0 14 Jul 2024
VRSD: Rethinking Similarity and Diversity for Retrieval in Large Language Models Hang Gao Yongfeng Zhang 252 2 0 05 Jul 2024
Classification-Based Automatic HDL Code Generation Using LLMs Wenhao Sun Bing Li Grace Li Zhang Xunzhao Yin Cheng Zhuo Ulf Schlichtmann 178 7 0 04 Jul 2024
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models Xiangyang Li Kuicai Dong Yi Quan Lee Wei Xia Yichun Yin Xinyi Dai Yasheng Wang Ruiming Tang 613 44 0 03 Jul 2024
Database-Augmented Query Representation for Information Retrieval Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 303 5 0 23 Jun 2024
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language ModelsIEEE Access (IEEE Access), 2024 Akchay Srivastava Atif Memon ELM 195 2 0 19 Jun 2024
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis Matteo Esposito Francesco Palagiano Valentina Lenarduzzi Davide Taibi 427 12 0 11 Jun 2024