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RAG / 检索增强生成

检索增强生成、向量检索、知识库问答和面向大模型的搜索系统。

2025-09-29 至 2025-09-29 共收录 6 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. RAG评测 6 篇

2509.21367 2025-09-29 cs.CR cs.AI 83%

Design and Implementation of a Secure RAG-Enhanced AI Chatbot for Smart Tourism Customer Service: Defending Against Prompt Injection Attacks -- A Case Study of Hsinchu, Taiwan

Yu-Kai Shih, You-Kai Kang

机构 * Department of Information Management, National Dong Hwa University（信息管理系，国立东华大学）； By The Student (BTS) Experimental Education Program (Non-School Type)（学生（BTS）实验教育计划（非学校类型））

专题命中 RAG评测：RAG(title,abstract)；retrieval-augmented generation(abstract)；分类 cs.AI

Comments 12 pages, 7 figures, 5 tables

2509.21845 2025-09-29 cs.CV 82%

A Comprehensive Evaluation of Transformer-Based Question Answering Models and RAG-Enhanced Design

Zichen Zhang, Kunlong Zhang, Hongwei Ruan, Yiming Luo

机构 * Machine Learning, ICML（机器学习，ICML）

专题命中 RAG评测：RAG(title)；retrieval-augmented generation(abstract)；hybrid retrieval(abstract)

2411.16495 2025-09-29 cs.CL 70%

AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning

Amy Xin, Jinxin Liu, Zijun Yao, Zhicheng Lee, Shulin Cao, Lei Hou, Juanzi Li

机构 * Tsinghua University（清华大学）

专题命中 RAG评测：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.CL

2502.21263 2025-09-29 cs.CL cs.AI cs.DB 67%

RuCCoD: Towards Automated ICD Coding in Russian

Aleksandr Nesterov, Andrey Sakhovskiy, Ivan Sviridov, Airat Valiev, Vladimir Makharev, Petr Anokhin, Galina Zubkova, Elena Tutubalina

机构 * AIRI ； Sber AI ； Skoltech ； Sber AI Lab ； HSE University（HSE大学）； Innopolis University（Innopolis大学）； ISP RAS Research Center for Trusted AI（ISP RAS可信AI研究中心）

专题命中 RAG评测：RAG(abstract)；分类 cs.CL、cs.AI、cs.DB

Comments Accepted to EMNLP 2025 (Main Conference)

2406.13144 2025-09-29 cs.CL cs.AI 62%

DialSim: A Dialogue Simulator for Evaluating Long-Term Multi-Party Dialogue Understanding of Conversational Agents

Jiho Kim, Woosog Chay, Hyeonji Hwang, Daeun Kyung, Hyunseung Chung, Eunbyeol Cho, Yeonsu Kwon, Yohan Jo, Edward Choi

机构 * KAIST（韩国科学技术院）； SNU（釜山大学）

专题命中 RAG评测：RAG(abstract)；分类 cs.CL、cs.AI

2505.21969 2025-09-29 cs.RO cs.AI 57%

DORAEMON: Decentralized Ontology-aware Reliable Agent with Enhanced Memory Oriented Navigation

Tianjun Gu, Linfeng Li, Xuhong Wang, Chenghua Gong, Jingyu Gong, Zhizhong Zhang, Yuan Xie, Lizhuang Ma, Xin Tan

专题命中 RAG评测：RAG(abstract)；分类 cs.AI