RAG / 检索增强生成 - arXivDaily 专题

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

2409.02074 2024-09-04 cs.CR cs.HC cs.LG cs.SE 50%

RACONTEUR: A Knowledgeable, Insightful, and Portable LLM-Powered Shell Command Explainer

Jiangyi Deng, Xinfeng Li, Yanjiao Chen, Yijie Bai, Haiqin Weng, Yan Liu, Tao Wei, Wenyuan Xu

专题命中检索器与排序：retriever(abstract)

Comments Accepted by NDSS Symposium 2025. Please cite this paper as "Jiangyi Deng, Xinfeng Li, Yanjiao Chen, Yijie Bai, Haiqin Weng, Yan Liu, Tao Wei, Wenyuan Xu. RACONTEUR: A Knowledgeable, Insightful, and Portable LLM-Powered Shell Command Explainer. In the 32nd Annual Network and Distributed System Security Symposium (NDSS 2025)."

2408.03623 2024-08-08 cs.SE 50%

Improving Retrieval-Augmented Code Comment Generation by Retrieving for Generation

Hanzhen Lu, Zhongxin Liu

专题命中检索器与排序：retriever(abstract)

2407.18495 2024-07-29 physics.app-ph 50%

Milli-spinner thrombectomy

Yilong Chang, Qi Li, Shuai Wu, Benjamin Pulli, Darren Samli, Paul Yock, Jeremy J. Heit, Ruike Renee Zhao

专题命中检索器与排序：retriever(abstract)

2407.14116 2024-07-22 cs.CR cs.LG 50%

AuditNet: A Conversational AI-based Security Assistant [DEMO]

Shohreh Deldari, Mohammad Goudarzi, Aditya Joshi, Arash Shaghaghi, Simon Finn, Flora D. Salim, Sanjay Jha

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

2407.12188 2024-07-18 cs.CV 50%

CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning

Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Jie Ding, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr

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

Comments ECCV 2024

2407.11188 2024-07-17 cs.CV 50%

Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection

Chenwei Wu, David Restrepo, Zitao Shuai, Zhongming Liu, Liyue Shen

专题命中检索器与排序：retriever(abstract)

2406.15897 2024-07-03 eess.AS cs.LG cs.SD 50%

Fusing Audio and Metadata Embeddings Improves Language-based Audio Retrieval

Paul Primus, Gerhard Widmer

专题命中检索器与排序：hybrid retrieval(abstract)

Comments In Proceedings of the 32nd European Signal Processing Conference, EUSIPCO 2024

2406.17795 2024-06-27 cs.CV cs.GR 50%

RACon: Retrieval-Augmented Simulated Character Locomotion Control

Yuxuan Mu, Shihao Zou, Kangning Yin, Zheng Tian, Li Cheng, Weinan Zhang, Jun Wang

专题命中检索器与排序：retriever(abstract)

Comments Accepted in ICME2024 for oral presentation

2405.16902 2024-06-21 cs.LG 50%

Predicting from a Different Perspective: A Re-ranking Model for Inductive Knowledge Graph Completion

Yuki Iwamoto, Ken Kaneiwa

专题命中检索器与排序：retriever(abstract)

Comments 12 pages, 2 figures

2403.14421 2024-05-14 cs.LG cs.CR cs.CV 50%

DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning

Jonathan Lebensold, Maziar Sanjabi, Pietro Astolfi, Adriana Romero-Soriano, Kamalika Chaudhuri, Mike Rabbat, Chuan Guo

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

2404.16565 2024-04-26 cs.SE 50%

PyRadar: Towards Automatically Retrieving and Validating Source Code Repository Information for PyPI Packages

Kai Gao, Weiwei Xu, Wenhao Yang, Minghui Zhou

专题命中检索器与排序：retriever(abstract)

Comments This paper has been accepted at FSE 2024

2404.15317 2024-04-25 cs.SE cs.HC cs.LG 50%

Concept-Guided LLM Agents for Human-AI Safety Codesign

Florian Geissler, Karsten Roscher, Mario Trapp

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

Comments 5 pages

Journal ref Proceedings of the AAAI-make Spring Symposium, 2024

2404.11699 2024-04-19 cs.RO 50%

Retrieval-Augmented Embodied Agents

Yichen Zhu, Zhicai Ou, Xiaofeng Mou, Jian Tang

专题命中检索器与排序：retriever(abstract)

Comments CVPR2024

2403.11376 2024-04-18 cs.CV 50%

ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation

Minh Tran, Winston Bounsavy, Khoa Vo, Anh Nguyen, Tri Nguyen, Ngan Le

专题命中检索器与排序：retriever(abstract)

Comments Accepted to IJCNN2024

1. 检索器与排序 4558 篇

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

RACONTEUR: A Knowledgeable, Insightful, and Portable LLM-Powered Shell Command Explainer

Improving Retrieval-Augmented Code Comment Generation by Retrieving for Generation

Milli-spinner thrombectomy

AuditNet: A Conversational AI-based Security Assistant [DEMO]

CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning

Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection

Fusing Audio and Metadata Embeddings Improves Language-based Audio Retrieval

RACon: Retrieval-Augmented Simulated Character Locomotion Control

Predicting from a Different Perspective: A Re-ranking Model for Inductive Knowledge Graph Completion

DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning

PyRadar: Towards Automatically Retrieving and Validating Source Code Repository Information for PyPI Packages

Concept-Guided LLM Agents for Human-AI Safety Codesign

Retrieval-Augmented Embodied Agents

ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation