Generation-Augmented Retrieval for Open-domain Question Answering

17 September 2020

Xiaodong Liu

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

50 / 148 papers shown

Title
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
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Bo Li Y. Song Jin Dong Jianxin Li Philip S. Yu 66 0 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 38 0 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 29 0 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 29 0 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 49 0 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 X. U. Wang LLMAG AI4CE 53 0 0 25 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 28 0 0 23 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 41 2 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 81 1 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 138 333 0 20 Feb 2025
Efficient Long-Decoding Inference with Reasoning-Aware Attention Sparsity Junhao Hu Wenrui Huang Weidong Wang Zhenwen Li Tiancheng Hu Zhixia Liu Xusheng Chen Tao Xie Yizhou Shan LRM 46 0 0 16 Feb 2025
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge Daniel Tamayo Aitor Gonzalez-Agirre Javier Hernando Marta Villegas KELM 85 3 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 Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 66 7 0 21 Jan 2025
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 71 0 0 16 Dec 2024
The Automated Verification of Textual Claims (AVeriTeC) Shared Task M. Schlichtkrull Yulong Chen Chenxi Whitehouse Zhenyun Deng Mubashara Akhtar ... Christos Christodoulopoulos O. Cocarascu Arpit Mittal James Thorne Andreas Vlachos 52 6 0 31 Oct 2024
Zero-Shot Dense Retrieval with Embeddings from Relevance Feedback Nour Jedidi Yung-Sung Chuang Leslie Shing James R. Glass RALM 31 0 0 28 Oct 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search SeongKu Kang Yunyi Zhang Pengcheng Jiang Dongha Lee J. Han Hwanjo Yu 34 3 0 25 Oct 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models Luohe Shi Yao Yao Zuchao Li Lefei Zhang Hai Zhao 24 0 0 30 Sep 2024
Open-World Evaluation for Retrieving Diverse Perspectives Hung-Ting Chen Eunsol Choi 35 0 0 26 Sep 2024
RAGProbe: An Automated Approach for Evaluating RAG Applications Shangeetha Sivasothy Scott Barnett Stefanus Kurniawan Zafaryab Rasool Rajesh Vasa 28 5 0 24 Sep 2024
KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems Zixuan Wang Bo Yu Junzhe Zhao Wenhao Sun Sai Hou Shuai Liang Xing Hu Yinhe Han Yiming Gan 40 1 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 23 28 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 31 3 0 25 Aug 2024
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency Peiwen Yuan Shaoxiong Feng Yiwei Li Xinglin Wang Boyuan Pan Heda Wang Yao Hu Kan Li 28 1 0 25 Aug 2024
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation Dongyu Ru Lin Qiu Xiangkun Hu Tianhang Zhang Peng Shi ... Tong He Zhiguo Wang Pengfei Liu Yue Zhang Zheng Zhang 47 12 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 31 3 0 07 Aug 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 48 7 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 37 1 0 14 Jul 2024
VRSD: Rethinking Similarity and Diversity for Retrieval in Large Language Models Hang Gao Yongfeng Zhang 41 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 38 2 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 57 15 0 03 Jul 2024
Database-Augmented Query Representation for Information Retrieval Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 34 2 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 Models Akchay Srivastava Atif Memon ELM 40 1 0 19 Jun 2024
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis Matteo Esposito Francesco Palagiano Valentina Lenarduzzi Davide Taibi 80 6 0 11 Jun 2024
Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding Xiaolong Sun Liushuai Shi Le Wang Sanpin Zhou Kun Xia Yabing Wang Gang Hua 27 2 0 31 May 2024
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training Feiteng Fang Yuelin Bai Shiwen Ni Min Yang Xiaojun Chen Ruifeng Xu AAML RALM 34 30 0 31 May 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models Chengxing Xie Difan Zou LRM LLMAG 32 4 0 28 May 2024
CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion Jiayi Yao Hanchen Li Yuhan Liu Siddhant Ray Yihua Cheng Qizheng Zhang Kuntai Du Shan Lu Junchen Jiang 42 14 0 26 May 2024
Event GDR: Event-Centric Generative Document Retrieval Yong Guan Dingxiao Liu Jinchen Ma Hao Peng Xiaozhi Wang Lei Hou Ru Li 29 1 0 11 May 2024
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders Nishant Yadav Nicholas Monath Manzil Zaheer Rob Fergus Andrew McCallum CML RALM 30 1 0 06 May 2024
Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems Chuang Li Yang Deng Hengchang Hu Min-Yen Kan Haizhou Li 29 7 0 03 May 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 58 17 0 30 Apr 2024
HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models Gabriel H. Sarch Sahil Somani Raghav Kapoor Michael J. Tarr Katerina Fragkiadaki LM&Ro LLMAG 29 3 0 29 Apr 2024
RAM: Towards an Ever-Improving Memory System by Learning from Communications Jiaqi Li Xiaobo Wang Wentao Ding Zihao Wang Yipeng Kang Zixia Jia Zilong Zheng 48 1 0 18 Apr 2024
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence Kevin Wu Eric Wu James Y. Zou AAML 53 40 0 16 Apr 2024
Memory Sharing for Large Language Model based Agents Hang Gao Yongfeng Zhang LLMAG 36 7 0 15 Apr 2024
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking Xiaokang Zhang Zijun Yao Jing Zhang Kaifeng Yun Jifan Yu Juan-Zi Li Jie Tang HILM 32 2 0 10 Apr 2024
Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model Zhonghan Zhao Ke Ma Wenhao Chai Xuan Wang Kewei Chen Dongxu Guo Yanting Zhang Hongwei Wang Gaoang Wang 32 14 0 06 Apr 2024
Octopus v2: On-device language model for super agent Wei Chen Zhiyuan Li RALM 32 23 0 02 Apr 2024