RAG / 检索增强生成 - arXivDaily 专题

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

2310.07581 2024-04-17 cs.HC 50%

Qlarify: Recursively Expandable Abstracts for Directed Information Retrieval over Scientific Papers

Raymond Fok, Joseph Chee Chang, Tal August, Amy X. Zhang, Daniel S. Weld

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

Comments 21 pages, 10 figures, 4 tables. arXiv admin note: text overlap with arXiv:2305.14314 by other authors

2403.19964 2024-04-09 cs.CV cs.CY cs.LG 50%

FairRAG: Fair Human Generation via Fair Retrieval Augmentation

Robik Shrestha, Yang Zou, Qiuyu Chen, Zhiheng Li, Yusheng Xie, Siqi Deng

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

Comments CVPR 2024

2305.06488 2024-02-20 q-bio.QM 50%

A Platform for the Biomedical Application of Large Language Models

Sebastian Lobentanzer, Shaohong Feng, The BioChatter Consortium, Andreas Maier, Cankun Wang, Jan Baumbach, Nils Krehl, Qin Ma, Julio Saez-Rodriguez

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

Comments 31 pages, 3 figures

2402.07955 2024-02-14 q-bio.BM cs.LG 50%

ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation

Zuobai Zhang, Jiarui Lu, Vijil Chenthamarakshan, Aurélie Lozano, Payel Das, Jian Tang

专题命中检索器与排序：retriever(abstract)

2308.10526 2024-01-18 cs.HC 50%

UbiPhysio: Support Daily Functioning, Fitness, and Rehabilitation with Action Understanding and Feedback in Natural Language

Chongyang Wang, Yuan Feng, Lingxiao Zhong, Siyi Zhu, Chi Zhang, Siqi Zheng, Chen Liang, Yuntao Wang, Chengqi He, Chun Yu, Yuanchun Shi

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

Comments Accepted by IMWUT/Ubicomp'24

2312.07044 2023-12-13 eess.SY cs.LG cs.SY 50%

Large Foundation Models for Power Systems

Chenghao Huang, Siyang Li, Ruohong Liu, Hao Wang, Yize Chen

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

Comments Code available at https://github.com/chennnnnyize/LLM_PowerSystems

2309.08788 2023-12-12 cond-mat.mtrl-sci cond-mat.dis-nn cond-mat.soft cs.LG nlin.AO 50%

BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials

Rachel K. Luu, Markus J. Buehler

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

2310.06367 2023-10-11 cs.LG 50%

DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening

Bowen Gao, Bo Qiang, Haichuan Tan, Minsi Ren, Yinjun Jia, Minsi Lu, Jingjing Liu, Weiying Ma, Yanyan Lan

专题命中检索器与排序：dense retrieval(abstract)

2308.09499 2023-08-21 cs.LG 50%

Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer

Wendong Bi, Xueqi Cheng, Bingbing Xu, Xiaoqian Sun, Li Xu, Huawei Shen

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

Comments Accepted by CIKM2023

2305.11394 2023-05-22 cs.CV 50%

Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction

Tharindu Fernando, Harshala Gammulle, Sridha Sridharan, Simon Denman, Clinton Fookes

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

2304.01116 2023-04-04 cs.CV 50%

ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model

Mingyuan Zhang, Xinying Guo, Liang Pan, Zhongang Cai, Fangzhou Hong, Huirong Li, Lei Yang, Ziwei Liu

专题命中检索器与排序：hybrid retrieval(abstract)

2303.07263 2023-03-14 cs.SE 50%

InferFix: End-to-End Program Repair with LLMs

Matthew Jin, Syed Shahriar, Michele Tufano, Xin Shi, Shuai Lu, Neel Sundaresan, Alexey Svyatkovskiy

专题命中检索器与排序：retriever(abstract)

2206.06385 2023-01-02 quant-ph 50%

Retrieving information from a black hole using quantum machine learning

Lorenzo Leone, Salvatore F. E. Oliviero, Stefano Piemontese, Sarah True, Alioscia Hamma

专题命中检索器与排序：retriever(abstract)

Journal ref Phys. Rev. A 106, 062434(2022)

2206.03268 2022-06-08 cs.CY 50%

Ubiquitous knowledge empowers the Smart Factory: The impacts of a Service-oriented Digital Twin on enterprises' performance

Francesco Longo, Letizia Nicoletti, Antonio Padovano

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

Comments 16 pages, 12 figures, 5 tables

Journal ref Annual Reviews in Control 47 (2019), 221-236

2106.00728 2021-06-03 cs.RO cs.CV 50%

Evaluating Recipes Generated from Functional Object-Oriented Network

Md Sadman Sakib, Hailey Baez, David Paulius, Yu Sun

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

Comments This manuscript has been accepted at Ubiquitous Robots 2021

2104.00876 2021-04-05 cs.RO 50%

An early warning AI-powered portable system to reduce workload and inspect environmental damage after natural disasters

Aryia Dattamajumdar

专题命中检索器与排序：retriever(abstract)

1. 检索器与排序 4602 篇

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

Qlarify: Recursively Expandable Abstracts for Directed Information Retrieval over Scientific Papers

FairRAG: Fair Human Generation via Fair Retrieval Augmentation

A Platform for the Biomedical Application of Large Language Models

ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation

UbiPhysio: Support Daily Functioning, Fitness, and Rehabilitation with Action Understanding and Feedback in Natural Language

Large Foundation Models for Power Systems

BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-inspired Materials

DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening

Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer

Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction

ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model

InferFix: End-to-End Program Repair with LLMs

Retrieving information from a black hole using quantum machine learning

Ubiquitous knowledge empowers the Smart Factory: The impacts of a Service-oriented Digital Twin on enterprises' performance

Evaluating Recipes Generated from Functional Object-Oriented Network

An early warning AI-powered portable system to reduce workload and inspect environmental damage after natural disasters