RAG / 检索增强生成 - arXivDaily 专题

2403.04317 2024-11-05 cs.LG cs.CL 57%

Online Adaptation of Language Models with a Memory of Amortized Contexts

Jihoon Tack, Jaehyung Kim, Eric Mitchell, Jinwoo Shin, Yee Whye Teh, Jonathan Richard Schwarz

专题命中检索器与排序：retrieval augmented generation(abstract)；分类 cs.CL

Comments Published as a conference proceeding for NeurIPS 2024

2410.20301 2024-10-29 cs.IR 57%

WindTunnel -- A Framework for Community Aware Sampling of Large Corpora

Michael Iannelli

专题命中检索器与排序：retrieval augmented generation(abstract)；分类 cs.IR

2410.12061 2024-10-29 cs.SI cs.AI 57%

CrediRAG: Network-Augmented Credibility-Based Retrieval for Misinformation Detection in Reddit

Ashwin Ram, Yigit Ege Bayiz, Arash Amini, Mustafa Munir, Radu Marculescu

专题命中检索器与排序：retriever(abstract)；分类 cs.AI

2410.19084 2024-10-28 cs.CL 57%

GCoder: Improving Large Language Model for Generalized Graph Problem Solving

Qifan Zhang, Xiaobin Hong, Jianheng Tang, Nuo Chen, Yuhan Li, Wenzhong Li, Jing Tang, Jia Li

专题命中检索器与排序：hybrid retrieval(abstract)；分类 cs.CL

2410.18107 2024-10-25 cs.SE cs.AI 57%

In-Context Code-Text Learning for Bimodal Software Engineering

Xunzhu Tang, Liran Wang, Yonghui Liu, Linzheng Chai, Jian Yang, Zhoujun Li, Haoye Tian, Jacques Klein, Tegawende F. Bissyande

专题命中检索器与排序：retrieval-augmented generation(abstract)；分类 cs.AI

2410.16843 2024-10-23 cs.CL 57%

Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning

Zongmeng Zhang, Yufeng Shi, Jinhua Zhu, Wengang Zhou, Xiang Qi, Peng Zhang, Houqiang Li

专题命中检索器与排序：retrieval-augmented generation(abstract)；分类 cs.CL

Comments ICML 2024

Journal ref Proceedings of the 41st International Conference on Machine Learning, PMLR 235:59827-59850, 2024

2410.15222 2024-10-22 cs.AI hep-ex nucl-ex physics.comp-ph physics.med-ph 57%

AutoFLUKA: A Large Language Model Based Framework for Automating Monte Carlo Simulations in FLUKA

Zavier Ndum Ndum, Jian Tao, John Ford, Yang Liu

专题命中检索器与排序：RAG(abstract)；分类 cs.AI

Comments 58 pages including text, figures, references and appendices

2410.15107 2024-10-22 cs.CL 57%

Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models

Seong-Il Park, Jay-Yoon Lee

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments Accepted for publication in Transactions of the Association for Computational Linguistics (TACL)

2404.18424 2024-10-22 cs.IR 57%

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval

Shengyao Zhuang, Xueguang Ma, Bevan Koopman, Jimmy Lin, Guido Zuccon

专题命中检索器与排序：dense retrieval(abstract)；分类 cs.IR

Comments EMNLP2024 main

2307.08803 2024-10-21 cs.IR 57%

Mixed-initiative Query Rewriting in Conversational Passage Retrieval

Dayu Yang, Yue Zhang, Hui Fang

专题命中检索器与排序：dense retrieval(abstract)；分类 cs.IR

Comments https://trec.nist.gov/pubs/trec31/papers/udel_fang.C.pdf

Journal ref Proceedings of the 31st Text REtrieval Conference (TREC 2022)

2410.13562 2024-10-18 cs.CL 57%

Enhancing Fact Retrieval in PLMs through Truthfulness

Paul Youssef, Jörg Schlötterer, Christin Seifert

专题命中检索器与排序：knowledge retrieval(abstract)；分类 cs.CL

2402.11129 2024-10-17 cs.CL 57%

BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering

Haoyu Wang, Ruirui Li, Haoming Jiang, Jinjin Tian, Zhengyang Wang, Chen Luo, Xianfeng Tang, Monica Cheng, Tuo Zhao, Jing Gao

专题命中检索器与排序：knowledge retrieval(abstract)；分类 cs.CL

Comments EMNLP 2024 main

2410.06606 2024-10-16 cs.CL cs.LG 57%

Dissecting Fine-Tuning Unlearning in Large Language Models

Yihuai Hong, Yuelin Zou, Lijie Hu, Ziqian Zeng, Di Wang, Haiqin Yang

专题命中检索器与排序：knowledge retrieval(abstract)；分类 cs.CL

Comments Accepted in EMNLP 2024 Main (Short paper)

2311.13538 2024-10-08 cs.AI cs.LG 57%

AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations

Zhicheng Yang, Yinya Huang, Jing Xiong, Liang Feng, Xiaodan Liang, Yiwei Wang, Jing Tang

专题命中检索器与排序：retrieval augmented generation(abstract)；分类 cs.AI

Comments Findings of EMNLP 2024

2410.03829 2024-10-08 cs.CL 57%

Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation

Chu Fei Luo, Radin Shayanfar, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu

专题命中检索器与排序：retrieval-augmented generation(abstract)；分类 cs.CL

Comments 8.5 pages of main body, 20 pages total; Accepted to Findings of EMNLP 2024

2409.09009 2024-10-02 cs.CL 57%

Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach

Siqi Li, Danni Liu, Jan Niehues

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments EMNLP 2024

2409.18644 2024-09-30 cs.CL 57%

Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases

T. Y. S. S. Santosh, Mohamed Hesham Elganayni, Stanisław Sójka, Matthias Grabmair

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments Accepted to EMNLP Findings

2406.07393 2024-09-30 cs.CL 57%

Large Language Models are Limited in Out-of-Context Knowledge Reasoning

Peng Hu, Changjiang Gao, Ruiqi Gao, Jiajun Chen, Shujian Huang

专题命中检索器与排序：knowledge retrieval(abstract)；分类 cs.CL

2409.15228 2024-09-27 cs.SE cs.AI cs.LG 57%

A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models

Yixi Wu, Pengfei He, Zehao Wang, Shaowei Wang, Yuan Tian, Tse-Hsun Chen

专题命中检索器与排序：retrieval-augmented generation(abstract)；分类 cs.AI

2409.16570 2024-09-26 cs.CL 57%

Disentangling Questions from Query Generation for Task-Adaptive Retrieval

Yoonsang Lee, Minsoo Kim, Seung-won Hwang

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

2409.09322 2024-09-17 cs.CL 57%

A Compressive Memory-based Retrieval Approach for Event Argument Extraction

Wanlong Liu, Enqi Zhang, Li Zhou, Dingyi Zeng, Shaohuan Cheng, Chen Zhang, Malu Zhang, Wenyu Chen

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments 15 pages

2409.07489 2024-09-16 cs.CR cs.AI 57%

RAGent: Retrieval-based Access Control Policy Generation

Sakuna Harinda Jayasundara, Nalin Asanka Gamagedara Arachchilage, Giovanni Russello

专题命中检索器与排序：retrieval augmented generation(abstract)；分类 cs.AI

Comments Submitted to Usenix 2025

2409.07713 2024-09-13 cs.CL 57%

Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice

Jonathan Li, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu

专题命中检索器与排序：retrieval-augmented generation(abstract)；分类 cs.CL

Comments Accepted into GenLaw '24 (ICML 2024 workshop)

2409.05882 2024-09-11 cs.IR 57%

LexBoost: Improving Lexical Document Retrieval with Nearest Neighbors

Hrishikesh Kulkarni, Nazli Goharian, Ophir Frieder, Sean MacAvaney

专题命中检索器与排序：dense retrieval(abstract)；分类 cs.IR

Comments ACM DocEng 2024

Journal ref ACM Symposium on Document Engineering 2024 (DocEng '24), August 20-23, 2024, San Jose, CA, USA. ACM, New York, NY, USA

2409.01160 2024-09-04 eess.AS cs.AI cs.SD 57%

Expanding on EnCLAP with Auxiliary Retrieval Model for Automated Audio Captioning

Jaeyeon Kim, Jaeyoon Jung, Minjeong Jeon, Sang Hoon Woo, Jinjoo Lee

专题命中检索器与排序：retriever(abstract)；分类 cs.AI

Comments DCASE2024 Challenge Technical Report. Ranked 2nd in Task 6 Automated Audio Captioning

2309.17277 2024-09-04 cs.AI 57%

Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4

Jiaxian Guo, Bo Yang, Paul Yoo, Bill Yuchen Lin, Yusuke Iwasawa, Yutaka Matsuo

专题命中检索器与排序：knowledge retrieval(abstract)；分类 cs.AI

2408.15562 2024-08-29 cs.CL cs.LG 57%

Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation

Lujun Gui, Bin Xiao, Lei Su, Weipeng Chen

专题命中检索器与排序：retrieval-augmented generation(abstract)；分类 cs.CL

Comments The work was not submitted to AAAI 2025

2408.15491 2024-08-29 cs.CL 57%

Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression

Haowen Hou, Fei Ma, Binwen Bai, Xinxin Zhu, Fei Yu

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments 20 pages

2407.12529 2024-08-27 cs.CL 57%

Crafting the Path: Robust Query Rewriting for Information Retrieval

Ingeol Baek, Jimin Lee, Joonho Yang, Hwanhee Lee

专题命中检索器与排序：retrieval-augmented generation(abstract)；分类 cs.CL

Comments 3 figures, 13 tables

2408.13028 2024-08-26 cs.CL 57%

In-Context Learning with Reinforcement Learning for Incomplete Utterance Rewriting

Haowei Du, Dongyan Zhao

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

1. 检索器与排序 4558 篇

Online Adaptation of Language Models with a Memory of Amortized Contexts

WindTunnel -- A Framework for Community Aware Sampling of Large Corpora

CrediRAG: Network-Augmented Credibility-Based Retrieval for Misinformation Detection in Reddit

GCoder: Improving Large Language Model for Generalized Graph Problem Solving

In-Context Code-Text Learning for Bimodal Software Engineering

Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning

AutoFLUKA: A Large Language Model Based Framework for Automating Monte Carlo Simulations in FLUKA

Toward Robust RALMs: Revealing the Impact of Imperfect Retrieval on Retrieval-Augmented Language Models

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval

Mixed-initiative Query Rewriting in Conversational Passage Retrieval

Enhancing Fact Retrieval in PLMs through Truthfulness

BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering

Dissecting Fine-Tuning Unlearning in Large Language Models

AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations

Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation

Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach

Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases

Large Language Models are Limited in Out-of-Context Knowledge Reasoning

A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models

Disentangling Questions from Query Generation for Task-Adaptive Retrieval

A Compressive Memory-based Retrieval Approach for Event Argument Extraction

RAGent: Retrieval-based Access Control Policy Generation

Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice

LexBoost: Improving Lexical Document Retrieval with Nearest Neighbors

Expanding on EnCLAP with Auxiliary Retrieval Model for Automated Audio Captioning

Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4

Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation

Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression

Crafting the Path: Robust Query Rewriting for Information Retrieval

In-Context Learning with Reinforcement Learning for Incomplete Utterance Rewriting