RAG / 检索增强生成 - arXivDaily 专题

2502.19759 2025-05-26 cs.SD eess.AS 50%

Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models

Heeseung Kim, Che Hyun Lee, Sangkwon Park, Jiheum Yeom, Nohil Park, Sangwon Yu, Sungroh Yoon

专题命中检索器与排序：retrieval-augmented generation(abstract)

Comments ACL 2025 Findings, Project Page: https://contextdialog.github.io/

2505.16339 2025-05-23 cs.SE 50%

Rethinking Code Review Workflows with LLM Assistance: An Empirical Study

Fannar Steinn Aðalsteinsson, Björn Borgar Magnússon, Mislav Milicevic, Adam Nirving Davidsson, Chih-Hong Cheng

专题命中检索器与排序：retrieval-augmented generation(abstract)

2505.11857 2025-05-20 cs.SE 50%

Incorporating Verification Standards for Security Requirements Generation from Functional Specifications

Xiaoli Lian, Shuaisong Wang, Hanyu Zou, Fang Liu, Jiajun Wu, Li Zhang

专题命中检索器与排序：retriever(abstract)

Comments 23pages, FSE 2025

2505.04068 2025-05-09 cs.NI eess.SP 50%

Shadow Wireless Intelligence: Large Language Model-Driven Reasoning in Covert Communications

Yuanai Xie, Zhaozhi Liu, Xiao Zhang, Shihua Zhang, Rui Hou, Minrui Xu, Ruichen Zhang, Dusit Niyato

专题命中检索器与排序：retrieval-augmented generation(abstract)

2410.07074 2025-05-09 cs.LG 50%

Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning

Zhengyu Hu, Yichuan Li, Zhengyu Chen, Jingang Wang, Han Liu, Kyumin Lee, Kaize Ding

机构 * Northwestern University（西北大学）； Worcester Polytechnic Institute（沃思堡理工大学）； MeiTuan（美团）

专题命中检索器与排序：retriever(abstract)

2411.01606 2025-04-29 cs.SE 50%

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models

Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Tianqi Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu

专题命中检索器与排序：retrieval-augmented generation(abstract)

Comments 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)

2504.16429 2025-04-24 cs.CR cs.SE 50%

Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection

Bo Lin, Shangwen Wang, Yihao Qin, Liqian Chen, Xiaoguang Mao

专题命中检索器与排序：retriever(abstract)

2504.08952 2025-04-15 cs.SE cs.HC 50%

RiskRAG: A Data-Driven Solution for Improved AI Model Risk Reporting

Pooja S. B. Rao, Sanja Šćepanović, Ke Zhou, Edyta Paulina Bogucka, Daniele Quercia

专题命中检索器与排序：retrieval augmented generation(abstract)

2405.00393 2025-03-28 cs.CR 50%

Unleashing the Power of LLM to Infer State Machine from the Protocol Implementation

Haiyang Wei, Ligeng Chen, Zhengjie Du, Yuhan Wu, Haohui Huang, Yue Liu, Guang Cheng, Fengyuan Xu, Linzhang Wang, Bing Mao

专题命中检索器与排序：retrieval augmented generation(abstract)

2503.17302 2025-03-24 cs.CR cs.HC cs.SE 50%

Bugdar: AI-Augmented Secure Code Review for GitHub Pull Requests

John Naulty, Eason Chen, Joy Wang, George Digkas, Kostas Chalkias

专题命中检索器与排序：retrieval augmented generation(abstract)

Comments 4 pages, 1 figure, accepted at IEEE Conference on Artificial Intelligence (CAI) 2025

2503.00540 2025-03-04 cs.CV 50%

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

专题命中检索器与排序：retriever(abstract)

Comments Accepted to ICLR 2025. Code: https://github.com/Becomebright/ReKV

2502.16071 2025-02-25 cs.SE 50%

Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-trained Language Models

Quanjun Zhang, Chunrong Fang, Yi Zheng, Yaxin Zhang, Yuan Zhao, Rubing Huang, Jianyi Zhou, Yun Yang, Tao Zheng, Zhenyu Chen

专题命中检索器与排序：retriever(abstract)

Comments Accepted to ACM Transactions on Software Engineering and Methodology (TOSEM 2025)

2502.14291 2025-02-21 cs.CR 50%

A Note on Efficient Privacy-Preserving Similarity Search for Encrypted Vectors

Dongfang Zhao

专题命中检索器与排序：vector search(abstract)

2502.05603 2025-02-11 cs.CY 50%

AI-Driven Electronic Health Records System for Enhancing Patient Data Management and Diagnostic Support in Egypt

Arwa Alorbany, Mariam Sheta, Ahmed Hagag, Mohamed Elshaarawy, Youssef Elharty, Ahmed Fares

专题命中检索器与排序：retrieval-augmented generation(abstract)

2409.09186 2025-02-10 cs.CY 50%

Quantitative Insights into Large Language Model Usage and Trust in Academia: An Empirical Study

Minseok Jung, Aurora Zhang, May Fung, Junho Lee, Paul Pu Liang

专题命中检索器与排序：knowledge retrieval(abstract)

2404.03122 2025-01-14 cs.SE 50%

Towards Standards-Compliant Assistive Technology Product Specifications via LLMs

Chetan Arora, John Grundy, Louise Puli, Natasha Layton

专题命中检索器与排序：retrieval-augmented generation(abstract)

2501.03073 2025-01-07 cs.LO 50%

Retrieval-Augmented TLAPS Proof Generation with Large Language Models

Yuhao Zhou

专题命中检索器与排序：retrieval-augmented generation(abstract)

2412.11342 2024-12-17 cs.CV 50%

One-Shot Multilingual Font Generation Via ViT

Zhiheng Wang, Jiarui Liu

专题命中检索器与排序：RAG(abstract)

2412.00431 2024-12-04 astro-ph.IM astro-ph.CO physics.comp-ph physics.data-an 50%

Multi-Agent System for Cosmological Parameter Analysis

Andrew Laverick, Kristen Surrao, Inigo Zubeldia, Boris Bolliet, Miles Cranmer, Antony Lewis, Blake Sherwin, Julien Lesgourgues

专题命中检索器与排序：retrieval augmented generation(abstract)

Comments Comments welcome!

2305.04508 2024-11-25 cs.SE 50%

Improving Code Search with Hard Negative Sampling Based on Fine-tuning

Hande Dong, Jiayi Lin, Yanlin Wang, Yichong Leng, Jiawei Chen, Yutao Xie

专题命中检索器与排序：retriever(abstract)

Comments Accepted by APSEC 2024

2411.11033 2024-11-19 cs.SE 50%

REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models

Jianlei Chi, Xiaotian Wang, Yuhan Huang, Lechen Yu, Di Cui, Jianguo Sun, Jun Sun

专题命中检索器与排序：retrieval-augmented generation(abstract)

Comments 21 pages, 8 figures

2411.07091 2024-11-12 cs.SE 50%

Impact of LLM-based Review Comment Generation in Practice: A Mixed Open-/Closed-source User Study

Doriane Olewicki, Leuson Da Silva, Suhaib Mujahid, Arezou Amini, Benjamin Mah, Marco Castelluccio, Sarra Habchi, Foutse Khomh, Bram Adams

专题命中检索器与排序：retrieval augmented generation(abstract)

Comments 12pages

2411.04284 2024-11-08 cs.CR cs.LG 50%

Enhancing Security Control Production With Generative AI

Chen Ling, Mina Ghashami, Vianne Gao, Ali Torkamani, Ruslan Vaulin, Nivedita Mangam, Bhavya Jain, Farhan Diwan, Malini SS, Mingrui Cheng, Shreya Tarur Kumar, Felix Candelario

专题命中检索器与排序：retrieval-augmented generation(abstract)

2410.19000 2024-10-28 cs.LG 50%

Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning

Pengfei He, Zitao Li, Yue Xing, Yaling Li, Jiliang Tang, Bolin Ding

专题命中检索器与排序：knowledge retrieval(abstract)

2410.10817 2024-10-15 cs.CV cs.LG 50%

When Does Perceptual Alignment Benefit Vision Representations?

Shobhita Sundaram, Stephanie Fu, Lukas Muttenthaler, Netanel Y. Tamir, Lucy Chai, Simon Kornblith, Trevor Darrell, Phillip Isola

专题命中检索器与排序：retrieval-augmented generation(abstract)

Comments S.S. and S.F. contributed equally. Website: percep-align.github.io

2410.09136 2024-10-15 econ.GN q-fin.EC 50%

Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions

Seymur Garibov, Wadim Strielkowski

专题命中检索器与排序：retrieval-augmented generation(abstract)

Comments 14 pages, 3 tables, 6 figures

2410.06972 2024-10-10 cs.HC 50%

Diamond of Thought: A Design Thinking-Based Framework for LLMs in Wearable Design

Qiyang Miao, Jiang Xu, Zhihao Song, Chengrui Wang, Yu Cui

专题命中检索器与排序：retrieval-augmented generation(abstract)

2410.01488 2024-10-03 cs.PL 50%

SecCoder: Towards Generalizable and Robust Secure Code Generation

Boyu Zhang, Tianyu Du, Junkai Tong, Xuhong Zhang, Kingsum Chow, Sheng Cheng, Xun Wang, Jianwei Yin

专题命中检索器与排序：retriever(abstract)

Comments To Appear in the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP)

2410.00454 2024-10-02 cs.LG 50%

UniAdapt: A Universal Adapter for Knowledge Calibration

Tai D. Nguyen, Long H. Pham, Jun Sun

专题命中检索器与排序：retrieval-augmented generation(abstract)

2409.15895 2024-09-25 cs.SE 50%

Preference-Guided Refactored Tuning for Retrieval Augmented Code Generation

Xinyu Gao, Yun Xiong, Deze Wang, Zhenhan Guan, Zejian Shi, Haofen Wang, Shanshan Li

专题命中检索器与排序：retriever(abstract)

Comments ASE2024

1. 检索器与排序 4602 篇

Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models

Rethinking Code Review Workflows with LLM Assistance: An Empirical Study

Incorporating Verification Standards for Security Requirements Generation from Functional Specifications

Shadow Wireless Intelligence: Large Language Model-Driven Reasoning in Covert Communications

Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models

Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection

RiskRAG: A Data-Driven Solution for Improved AI Model Risk Reporting

Unleashing the Power of LLM to Infer State Machine from the Protocol Implementation

Bugdar: AI-Augmented Secure Code Review for GitHub Pull Requests

Streaming Video Question-Answering with In-context Video KV-Cache Retrieval

Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-trained Language Models

A Note on Efficient Privacy-Preserving Similarity Search for Encrypted Vectors

AI-Driven Electronic Health Records System for Enhancing Patient Data Management and Diagnostic Support in Egypt

Quantitative Insights into Large Language Model Usage and Trust in Academia: An Empirical Study

Towards Standards-Compliant Assistive Technology Product Specifications via LLMs

Retrieval-Augmented TLAPS Proof Generation with Large Language Models

One-Shot Multilingual Font Generation Via ViT

Multi-Agent System for Cosmological Parameter Analysis

Improving Code Search with Hard Negative Sampling Based on Fine-tuning

REACCEPT: Automated Co-evolution of Production and Test Code Based on Dynamic Validation and Large Language Models

Impact of LLM-based Review Comment Generation in Practice: A Mixed Open-/Closed-source User Study

Enhancing Security Control Production With Generative AI

Make LLMs better zero-shot reasoners: Structure-orientated autonomous reasoning

When Does Perceptual Alignment Benefit Vision Representations?

Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions

Diamond of Thought: A Design Thinking-Based Framework for LLMs in Wearable Design

SecCoder: Towards Generalizable and Robust Secure Code Generation

UniAdapt: A Universal Adapter for Knowledge Calibration

Preference-Guided Refactored Tuning for Retrieval Augmented Code Generation