RAG / 检索增强生成

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

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

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

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)

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

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

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)

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)

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

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)

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)

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)

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)

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

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

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)

Retrieval of aboveground crop nitrogen content with a hybrid machine learning method

Katja Berger, Jochem Verrelst, Jean-Baptiste Féret, Tobias Hank, Matthias Wocher, Wolfram Mauser, Gustau Camps-Valls

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

Journal ref Preprint version of the paper in International Journal of Applied Earth Observation and Geoinformation, Volume 92, October 2020, 102174

Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback

Hui Wu, Yupeng Gao, Xiaoxiao Guo, Ziad Al-Halah, Steven Rennie, Kristen Grauman, Rogerio Feris

专题命中 检索器与排序 ：retriever(abstract)

Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers

Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes

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

A Random Unitary Circuit Model for Black Hole Evaporation

Lorenzo Piroli, Christoph Sünderhauf, Xiao-Liang Qi

专题命中 检索器与排序 ：retriever(abstract)

Comments 23 pages, 14 figures; v2: minor revision

Journal ref JHEP (2020) 2020: 63

Neural Memory Plasticity for Anomaly Detection

Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin Laurens, Patrick Johnston, Clinton Fookes

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

The Capacity of Private Information Retrieval with Private Side Information Under Storage Constraints

Yi-Peng Wei, Sennur Ulukus

专题命中 检索器与排序 ：retriever(abstract)

Comments Submitted for publication, June 2018

A Robust Process to Identify Pivots inside Sub-communities In Social Networks

Joseph Ndong, Ibrahima Gueye

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

Comments 15 pages, 5 figures; Conference: CNRIA 2018. arXiv admin note: substantial text overlap with arXiv:1312.4617 by other authors

Myotubularin MTM1 Involved in Centronuclear Myopathy and its Roles in Human and Yeast Cells

Dimitri Bertazzi, Johan-Owen De Craene, Sylvie Friant

专题命中 检索器与排序 ：retriever(abstract)

Journal ref Journal of Molecular and Genetic Medicine, OMICS International, 2015, 08 (02)

Asymmetry Hurts: Private Information Retrieval Under Asymmetric Traffic Constraints

Karim Banawan, Sennur Ulukus

专题命中 检索器与排序 ：retriever(abstract)

Comments Submitted to IEEE Transactions on Information Theory, January 2018

The Capacity of Private Information Retrieval with Partially Known Private Side Information

Yi-Peng Wei, Karim Banawan, Sennur Ulukus

专题命中 检索器与排序 ：retriever(abstract)

Comments Submitted to IEEE Transactions on Information Theory, November 2017

Black holes as mirrors: quantum information in random subsystems

Patrick Hayden, John Preskill

专题命中 检索器与排序 ：retriever(abstract)

Comments 18 pages, 2 figures. (v2): discussion of decoding complexity clarified

Journal ref JHEP 0709:120,2007

Optimally adapted multi-state neural networks trained with noise

R. Erichsen, W. K. Theumann

专题命中 检索器与排序 ：retriever(abstract)

Comments 22 pages, 5 figures, accepted for publication in PRE

Vector Search As Nearest Neighbor Matching: RAG-based Policy Learning in Causal Inference

向量搜索作为最近邻匹配：因果推断中基于检索增强生成（RAG）的策略学习

Masahiro Kato, Taka Kato

机构 * np-hard.co.jp（np-hard公司） 纠错

专题命中 向量检索 ：RAG(title,title_cn)；vector search(title,abstract)；retrieval-augmented generation(abstract)

AI总结 研究提出基于检索增强生成（RAG）的策略学习一步法和两步法，两步法通过向量搜索等进行行动选择，还将两步法遗憾分解并界定，直接评估一步法为策略，把特定行动向量搜索与因果推断最近邻匹配相联系。

5ting at SemEval-2026 Task 8: Strong End-to-End Multi-Turn RAG via LLM-Based Reranking and Faithfulness Control

5ting在SemEval-2026任务8中：基于LLM重排序和忠实性控制的强端到端多轮RAG

Thien-Qua-T-Nguyen, Chi Hoang, Nguyen Tran, Tri Le, Khanh Truong, Chinh Trong Nguyen

机构 * University of Information Technology, Ho Chi Minh City, Vietnam（信息技术大学，胡志明市，越南） ； Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam（越南胡志明市国家大学，胡志明市，越南） 纠错

专题命中 向量检索 ：RAG(title,title_cn)；retrieval augmented generation(abstract)；retriever(abstract)；dense retrieval(abstract)

AI总结 提出5ting系统，结合BGE-M3稠密检索、FAISS索引、双查询合并检索和LLM重排序，通过角色分离生成约束于检索证据，解决多轮RAG中的上下文漂移和幻觉问题。