RAG / 检索增强生成

Retrieval Augmented Thought Process for Private Data Handling in Healthcare

Thomas Pouplin, Hao Sun, Samuel Holt, Mihaela van der Schaar

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

Comments 17 pages, 18 figures

RLCoder: Reinforcement Learning for Repository-Level Code Completion

Yanlin Wang, Yanli Wang, Daya Guo, Jiachi Chen, Ruikai Zhang, Yuchi Ma, Zibin Zheng

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

Comments To appear at ICSE 2025

Journal ref 47th International Conference on Software Engineering (ICSE 2025)

RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records

Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May D. Wang, Joyce C. Ho, Carl Yang

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

Comments ACL 2024 (Oral)

Journal ref ACL 2024

Scaling Retrieval-Based Language Models with a Trillion-Token Datastore

Rulin Shao, Jacqueline He, Akari Asai, Weijia Shi, Tim Dettmers, Sewon Min, Luke Zettlemoyer, Pang Wei Koh

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

Generative AI for Low-Carbon Artificial Intelligence of Things with Large Language Models

Jinbo Wen, Ruichen Zhang, Dusit Niyato, Jiawen Kang, Hongyang Du, Yang Zhang, Zhu Han

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

Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models

Kangwei Xu, Grace Li Zhang, Xunzhao Yin, Cheng Zhuo, Ulf Schlichtmann, Bing Li

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

Exploring the Capabilities and Limitations of Large Language Models in the Electric Energy Sector

Subir Majumder, Lin Dong, Fatemeh Doudi, Yuting Cai, Chao Tian, Dileep Kalathi, Kevin Ding, Anupam A. Thatte, Na Li, Le Xie

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

A Lightweight Framework for Adaptive Retrieval In Code Completion With Critique Model

Wenrui Zhang, Tiehang Fu, Ting Yuan, Ge Zhang, Dong Chen, Jie Wang

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

Exploring the Potential of Large Language Models for Automation in Technical Customer Service

Jochen Wulf, Juerg Meierhofer

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

Journal ref Proceedings of the Spring Servitization Conference (SSC2024)

Large Language Models (LLMs): Deployment, Tokenomics and Sustainability

Haiwei Dong, Shuang Xie

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

Comments Accepted by IEEE CTSoc-NCT

DocReLM: Mastering Document Retrieval with Language Model

Gengchen Wei, Xinle Pang, Tianning Zhang, Yu Sun, Xun Qian, Chen Lin, Han-Sen Zhong, Wanli Ouyang

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

Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks

Dario Pasquini, Martin Strohmeier, Carmela Troncoso

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

Comments v0.2

Apollonion: Profile-centric Dialog Agent

Shangyu Chen, Zibo Zhao, Yuanyuan Zhao, Xiang Li

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

LLatrieval: LLM-Verified Retrieval for Verifiable Generation

Xiaonan Li, Changtai Zhu, Linyang Li, Zhangyue Yin, Tianxiang Sun, Xipeng Qiu

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

Comments Accepted by NAACL 2024 (Main Conference)

Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions

Xuming Hu, Xiaochuan Li, Junzhe Chen, Yinghui Li, Yangning Li, Xiaoguang Li, Yasheng Wang, Qun Liu, Lijie Wen, Philip S. Yu, Zhijiang Guo

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

Comments 21 pages, 7 figures, 4 tables

When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets

Orion Weller, Kyle Lo, David Wadden, Dawn Lawrie, Benjamin Van Durme, Arman Cohan, Luca Soldaini

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

Comments EACL 2024 camera ready

Distillation Enhanced Generative Retrieval

Yongqi Li, Zhen Zhang, Wenjie Wang, Liqiang Nie, Wenjie Li, Tat-Seng Chua

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

CADReN: Contextual Anchor-Driven Relational Network for Controllable Cross-Graphs Node Importance Estimation

Zijie Zhong, Yunhui Zhang, Ziyi Chang, Zengchang Qin

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

Comments 8 pages, 6 figures

Explaining Autonomy: Enhancing Human-Robot Interaction through Explanation Generation with Large Language Models

David Sobrín-Hidalgo, Miguel A. González-Santamarta, Ángel M. Guerrero-Higueras, Francisco J. Rodríguez-Lera, Vicente Matellán-Olivera

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

Comments 26 pages, 15 Figures, 11 Tables. This paper is a preprint of an article submitted to the International Journal of Social Robotics

MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval

Qiao Jin, Won Kim, Qingyu Chen, Donald C. Comeau, Lana Yeganova, W. John Wilbur, Zhiyong Lu

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

Comments The MedCPT code and API are available at https://github.com/ncbi/MedCPT

Hybrid and Collaborative Passage Reranking

Zongmeng Zhang, Wengang Zhou, Jiaxin Shi, Houqiang Li

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

Comments Accepted to Findings of ACL 2023

Journal ref In Findings of the Association for Computational Linguistics: ACL 2023, pages 14003-14021

Learning to Rank in Generative Retrieval

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

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

Comments AAAI 2024

Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface

Anupam Purwar, Rahul Sundar

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

How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context

Hui Wan, Hongkang Li, Songtao Lu, Xiaodong Cui, Marina Danilevsky

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

Top K Relevant Passage Retrieval for Biomedical Question Answering

Shashank Gupta

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

Comments 6 pages, 5 figures. arXiv admin note: text overlap with arXiv:2004.04906 by other authors

On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective

Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Wei Chen, Xueqi Cheng

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

Comments 4 pages, submit to GenIR23

PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval

Ruiyang Ren, Shangwen Lv, Yingqi Qu, Jing Liu, Wayne Xin Zhao, QiaoQiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen

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

Comments ACL 2021

Controllable Ancient Chinese Lyrics Generation Based on Phrase Prototype Retrieving

Li Yi

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

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA

Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong, Daxin Jiang, Nan Duan

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

Comments Accepted to Findings of EMNLP 2022

Decoupled Context Processing for Context Augmented Language Modeling

Zonglin Li, Ruiqi Guo, Sanjiv Kumar

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