REALM: Retrieval-Augmented Language Model Pre-Training

10 February 2020

Papers citing "REALM: Retrieval-Augmented Language Model Pre-Training"

50 / 491 papers shown

Title
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
MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG Woosang Lim Zekun Li Gyuwan Kim Sungyoung Ji HyeonJung Kim Kyuri Choi Jin Hyuk Lim K. Park William Yang Wang 37 0 0 10 May 2025
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies Massimiliano Pronesti Joao Bettencourt-Silva Paul Flanagan Alessandra Pascale Oisin Redmond Anya Belz Yufang Hou 36 0 0 09 May 2025
Retrieval Augmented Generation Evaluation for Health Documents Mario Ceresa Lorenzo Bertolini Valentin Comte Nicholas Spadaro Barbara Raffael ... Sergio Consoli Amalia Muñoz Piñeiro Alex Patak Maddalena Querci Tobias Wiesenthal RALM 3DV 39 0 1 07 May 2025
Retrieval Augmented Time Series Forecasting Sungwon Han Seungeon Lee M. Cha Sercan Ö. Arik Jinsung Yoon AI4TS 33 0 0 07 May 2025
Chain-of-Defensive-Thought: Structured Reasoning Elicits Robustness in Large Language Models against Reference Corruption Wenxiao Wang Parsa Hosseini S. Feizi LRM AI4CE 64 0 0 29 Apr 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 73 1 0 27 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
Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges Nandan Thakur Ronak Pradeep Shivani Upadhyay Daniel Fernando Campos Nick Craswell Jimmy Lin ELM 43 0 0 21 Apr 2025
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation Hanmeng Zhong Linqing Chen Weilei Wang Wentao Wu 33 0 0 15 Apr 2025
Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations Leonardo Ranaldi Federico Ranaldi Fabio Massimo Zanzotto Barry Haddow Alexandra Birch RALM LRM 43 0 0 07 Apr 2025
Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering Magdalena Kaiser Gerhard Weikum 42 0 0 28 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 97 2 0 27 Mar 2025
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System Weihang Su Baoqing Yue Qingyao Ai Yiran Hu Jiaqi Li C. Wang Kaiyuan Zhang Yueyue Wu Y. Liu AILaw ELM 108 0 0 18 Mar 2025
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving Wenqi Jiang Suvinay Subramanian Cat Graves Gustavo Alonso Amir Yazdanbakhsh Vidushi Dadu 49 6 0 18 Mar 2025
LocAgent: Graph-Guided LLM Agents for Code Localization Zhaoling Chen Xiangru Tang Gangda Deng Fang Wu Jialong Wu Zhiwei Jiang Viktor Prasanna Arman Cohan Xingyao Wang LLMAG 99 3 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 73 3 0 11 Mar 2025
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu Haoyu Wang 41 0 0 08 Mar 2025
A Practical Memory Injection Attack against LLM Agents Shen Dong Shaocheng Xu Pengfei He Y. Li Jiliang Tang Tianming Liu Hui Liu Zhen Xiang LLMAG AAML 43 2 0 05 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 86 2 0 03 Mar 2025
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval Shangzhe Di Zhelun Yu Guanghao Zhang Haoyuan Li Tao Zhong Hao Cheng Bolin Li Wanggui He Fangxun Shu Hao Jiang 76 4 0 01 Mar 2025
A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation Xujie Yuan Y. Liu Shimin Di Shiwen Wu Libin Zheng Rui Meng Lei Chen Xiaofang Zhou Jian Yin 36 0 0 28 Feb 2025
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization Ryan Barron Maksim E. Eren Olga M. Serafimova Cynthia Matuszek Boian S. Alexandrov AILaw 78 0 0 27 Feb 2025
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation Haris Riaz Ellen Riloff Mihai Surdeanu RALM 51 0 0 25 Feb 2025
Retrieval-Augmented Speech Recognition Approach for Domain Challenges Peng Shen Xugang Lu Hisashi Kawai RALM 60 0 0 24 Feb 2025
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection Han Zhang Langshi Zhou Hanfang Yang LRM RALM ReLM KELM 188 1 0 24 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
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation Sha Li Naren Ramakrishnan RALM KELM 154 1 0 18 Feb 2025
SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering? Yucheng Shi Tianze Yang Canyu Chen Quanzheng Li Tianming Liu Xuzhao Li Ninghao Liu MedIm 50 2 0 18 Feb 2025
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models Tanqiu Jiang Changjiang Li Fenglong Ma Ting Wang 70 0 0 18 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation Hao Liu Zhengren Wang Xi Chen Zhiyu Li Zhiyu Li Qinhan Yu Feiyu Xiong LRM 61 3 0 18 Feb 2025
Associative Recurrent Memory Transformer Ivan Rodkin Yuri Kuratov Aydar Bulatov Andrey Kravchenko 68 2 0 17 Feb 2025
Evaluating the Meta- and Object-Level Reasoning of Large Language Models for Question Answering Nick Ferguson Liane Guillou A. Bundy Kwabena Nuamah LRM ELM 70 1 0 17 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jiashuo Sun J. Han RALM 85 0 0 16 Feb 2025
Valuable Hallucinations: Realizable Non-realistic Propositions Qiucheng Chen Bo Wang LRM 59 0 0 16 Feb 2025
Smoothing Out Hallucinations: Mitigating LLM Hallucination with Smoothed Knowledge Distillation Hieu Nguyen Zihao He Shoumik Atul Gandre Ujjwal Pasupulety Sharanya Kumari Shivakumar Kristina Lerman HILM 59 1 0 16 Feb 2025
Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture Sachin Kumar Rishi Gottimukkala Supriya Devidutta K. Spindler RALM KELM 3DV 52 0 0 07 Feb 2025
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot Xuejiao Zhao Siyan Liu Su-Yin Yang Chunyan Miao 126 4 0 06 Feb 2025
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation Satyapriya Krishna Kalpesh Krishna Anhad Mohananey Steven Schwarcz Adam Stambler Shyam Upadhyay Manaal Faruqui ReLM 3DV LRM RALM 47 14 0 28 Jan 2025
Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization Yoshiki Masuyama G. Wichern François Germain Christopher Ick Jonathan Le Roux 80 0 0 22 Jan 2025
ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generation Peter Devine 45 0 0 21 Jan 2025
Episodic memory in AI agents poses risks that should be studied and mitigated Chad DeChant 67 2 0 20 Jan 2025
SteLLA: A Structured Grading System Using LLMs with RAG Hefei Qiu Brian White Ashley Ding Reinaldo Costa Ali Hachem Wei Ding Ping Chen AI4Ed 61 0 0 17 Jan 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG Philhoon Oh Jinwoo Shin James Thorne 3DV 176 0 0 13 Jan 2025
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech Synthesis Rui Liu Zhenqi Jia F. Bao Hong Li 45 2 0 11 Jan 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Wenhu Chen MLLM VLM 51 20 0 03 Jan 2025
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models Yanwen Huang Yong Zhang Ning Cheng Zhitao Li Shaojun Wang Jing Xiao 86 0 0 02 Jan 2025
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models Weijie Chen Ting Bai Jinbo Su Jian Luan Wei Liu Chuan Shi RALM 131 1 0 07 Dec 2024
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
CUE-M: Contextual Understanding and Enhanced Search with Multimodal Large Language Model Dongyoung Go Taesun Whang Chanhee Lee Hwayeon Kim Sunghoon Park Seunghwan Ji Dongchan Kim Young-Bum Kim Young-Bum Kim LRM 198 1 0 19 Nov 2024