Title
GEMMA-SQL: A Novel Text-to-SQL Model Based on Large Language Models Hari Mohan Pandey Anshul Gupta Subham Sarkar Minakshi Tomer Schneider Johannes Yan Gong VLM 100 0 0 05 Nov 2025
Embedding-Based Context-Aware Reranker Ye Yuan Mohammad Amin Shabani Siqi Liu 132 0 0 15 Oct 2025
Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation Linfeng Gao Baolong Bi Zheng Yuan Le Wang Zerui Chen Zhimin Wei Shenghua Liu Qinggang Zhang Jinsong Su RALM 193 0 0 14 Oct 2025
Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation Mufei Li Dongqi Fu Limei Wang Si Zhang Hanqing Zeng ... Xiaoxin He Xavier Bresson Yinglong Xia Chonglin Sun Pan Li 214 0 0 08 Oct 2025
Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding Seong-Woong Shim Myunsoo Kim Jae Hyeon Cho Byung-Jun Lee RALM 130 0 0 26 Sep 2025
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction FollowingNeural Information Processing Systems (NeurIPS), 2025 Minjong Yoo Jinwoo Jang Wei-Jin Park Honguk Woo 120 5 0 10 Sep 2025
ReFactX: Scalable Reasoning with Reliable Facts via Constrained GenerationInternational Workshop on the Semantic Web (SW), 2025 Riccardo Pozzi Matteo Palmonari Andrea Coletta Luigi Bellomarini Jens Lehmann S. Vahdati HILM LRM 216 0 0 23 Aug 2025
Enhancing Large Language Models with Neurosymbolic Reasoning for Multilingual Tasks Sina Bagheri Nezhad Ameeta Agrawal LRM 127 3 0 03 Jun 2025
The Use of Gaze-Derived Confidence of Inferred Operator Intent in Adjusting Safety-Conscious Haptic Assistance Jeremy D. Webb Michael Bowman Songpo Li Xiaoli Zhang 292 0 0 04 Apr 2025
RARE: Retrieval-Augmented Reasoning Modeling Zhengren Wang Jiayang Yu Dongsheng Ma Zhe Chen Yu Wang ... Feiyu Xiong Yanfeng Wang Weinan E Linpeng Tang Feiyu Xiong RALM LRM 364 5 0 30 Mar 2025
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning Jiawei Zhou Lei Chen 3DV VLM 280 4 0 11 Mar 2025
FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence InferenceInternational Conference on Learning Representations (ICLR), 2025 Xunhao Lai Jianqiao Lu Yao Luo Yiyuan Ma Xun Zhou 279 48 0 28 Feb 2025
WildLong: Synthesizing Realistic Long-Context Instruction Data at Scale Jiaxi Li Xingxing Zhang Xun Wang Xiaolong Huang Li Dong Liang Wang Si-Qing Chen Wei Lu Furu Wei SyDa 952 3 0 23 Feb 2025
Explaining Context Length Scaling and Bounds for Language Models Jingzhe Shi Qinwei Ma Hongyi Liu Hang Zhao Jeng-Neng Hwang Lei Li LRM 669 8 0 03 Feb 2025
Vision-centric Token Compression in Large Language Model Ling Xing Alex Jinpeng Wang Rui Yan Xiangbo Shu Jinhui Tang VLM 518 2 0 02 Feb 2025
SEAL: Scaling to Emphasize Attention for Long-Context RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Changhun Lee Jun-gyu Jin Jun-gyu Jin Younghyun Cho Eunhyeok Park RALM LRM 258 1 0 25 Jan 2025
ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language ModelsInternational Conference on Computational Linguistics (COLING), 2024 Thibaut Thonet Jos Rozen Laurent Besacier RALM 454 7 0 20 Jan 2025
Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks Hamed Firooz Maziar Sanjabi Wenlong Jiang Xiaoling Zhai 298 7 0 03 Jan 2025
LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning Yansheng Mao Jiaqi Li Fanxu Meng Jing Xiong Zilong Zheng Muhan Zhang LLMAG RALM 348 4 0 18 Dec 2024
Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?International Conference on Learning Representations (ICLR), 2024 Jonathan Roberts Kai Han Samuel Albanie LLMAG 1.0K 7 0 07 Nov 2024
On the Loss of Context-awareness in General Instruction Fine-tuning Yihan Wang Andrew Bai Nanyun Peng Cho-Jui Hsieh 842 3 0 05 Nov 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented GenerationInternational Conference on Learning Representations (ICLR), 2024 Mufei Li Siqi Miao Pan Li RALM 557 53 0 28 Oct 2024
Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and OptimizationInternational Conference on Learning Representations (ICLR), 2024 Zichen Wang Yaokun Ji Jianing Tian Shuangjia Zheng DiffM 668 4 0 19 Oct 2024
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Fei Wang Xingchen Wan Ruoxi Sun Jiefeng Chen Sercan Ö. Arık RALM 286 32 0 09 Oct 2024
Accelerating Inference of Networks in the Frequency DomainACM Multimedia Asia (MMAsia), 2024 Chenqiu Zhao Guanfang Dong Anup Basu 296 48 0 06 Oct 2024
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities Peng Xu Ming-Yu Liu Xianchao Wu Zihan Liu Mohammad Shoeybi Mohammad Shoeybi Bryan Catanzaro RALM 428 32 0 19 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Ming-Yu Liu Zihan Liu Wei Ping Jiaxuan You Chao Zhang Mohammad Shoeybi Bryan Catanzaro ALM RALM 309 153 0 02 Jul 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 443 125 0 11 Jun 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 342 83 0 26 May 2024
RAR-b: Reasoning as Retrieval Benchmark Chenghao Xiao G. Thomas Al Moubayed LRM RALM 335 25 0 09 Apr 2024
NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens Cunxiang Wang Ruoxi Ning Boqi Pan Tonghui Wu Qipeng Guo ... Guangsheng Bao Xiangkun Hu Zheng Zhang Qian Wang Yue Zhang RALM 449 20 0 18 Mar 2024
Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding Zhenyu Zhang Runjin Chen Shiwei Liu Zhewei Yao Olatunji Ruwase Beidi Chen Xiaoxia Wu Zinan Lin 223 60 0 05 Mar 2024
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems Zhenting Qi Hanlin Zhang Eric Xing Sham Kakade Hima Lakkaraju SILM 233 43 0 27 Feb 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG Zihan Liu Ming-Yu Liu Rajarshi Roy Peng Xu Chankyu Lee Mohammad Shoeybi Bryan Catanzaro ALM RALM AI4MH 425 78 0 18 Jan 2024
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017 Jeff Johnson Matthijs Douze Edouard Grave 929 4,437 0 28 Feb 2017

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Retrieval meets Long Context Large Language Models

Papers citing "Retrieval meets Long Context Large Language Models"