AI 大模型

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。

2025-10-23 至 2025-10-23 共收录 8 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 8 篇

2503.19878 2025-10-23 cs.CL cs.IR 84%

CausalRAG: Integrating Causal Graphs into Retrieval-Augmented Generation

Nengbo Wang, Xiaotian Han, Jagdip Singh, Jing Ma, Vipin Chaudhary

机构 * Department of Computer and Data Sciences, Case Western Reserve University（计算机与数据科学系，凯斯西储大学）； Department of Design and Innovation, Case Western Reserve University（设计与创新系，凯斯西储大学）

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

Comments Accepted at Findings of ACL 2025

2510.19006 2025-10-23 cs.IR 83%

XGen-Q: An Explainable Domain-Adaptive LLM Framework with Retrieval-Augmented Generation for Software Security

Hamed Jelodar, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani

专题命中检索器与排序：retrieval-augmented generation(title,abstract)；RAG(abstract)；分类 cs.IR

2510.19615 2025-10-23 cs.SE cs.CR 82%

FidelityGPT: Correcting Decompilation Distortions with Retrieval Augmented Generation

Zhiping Zhou, Xiaohong Li, Ruitao Feng, Yao Zhang, Yuekang Li, Wenbu Feng, Yunqian Wang, Yuqing Li

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

2510.19331 2025-10-23 cs.CL cs.CY 70%

Algorithmic Fairness in NLP: Persona-Infused LLMs for Human-Centric Hate Speech Detection

Ewelina Gajewska, Arda Derbent, Jaroslaw A Chudziak, Katarzyna Budzynska

机构 * Warsaw University of Technology（华沙技术大学）

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

Comments This paper has been accepted for the upcoming 59th Hawaii International Conference on System Sciences (HICSS-59), 2026, Hawaii, USA. The final published version will appear in the official conference proceedings

2510.19025 2025-10-23 cs.DB cs.AI 62%

FlexiDataGen: An Adaptive LLM Framework for Dynamic Semantic Dataset Generation in Sensitive Domains

Hamed Jelodar, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani

机构 * Canadian Institute for Cybersecurity（加拿大网络安全研究所）； Faculty of Computer Science（计算机科学学院）； University of New Brunswick（新不伦瑞克大学）

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

2510.19723 2025-10-23 cs.CL 57%

From Answers to Guidance: A Proactive Dialogue System for Legal Documents

Ashish Chouhan, Michael Gertz

机构 * Data Science Group, Institute of Computer Science, \ University, Germany

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

Comments 21 pages, 3 figures, 2 tables, 2 prompts

2510.19577 2025-10-23 cs.AR 50%

gem5 Co-Pilot: AI Assistant Agent for Architectural Design Space Exploration

Zuoming Fu, Alex Manley, Mohammad Alian

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

Comments Accepted by CAMS25, October, 2025, Seoul, Republic of Korea

2510.19227 2025-10-23 cs.CY 50%

A Design Science Blueprint for an Orchestrated AI Assistant in Doctoral Supervision

Teo Susnjak, Timothy R. McIntosh, Tong Liu, Paul Watters

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