RAG

RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models

Authors: Peizhuo Lv, Mengjie Sun, Hao Wang, Xiaofeng Wang, Shengzhi Zhang, Yuxuan Chen, Kai Chen, Limin Sun | Published: 2025-01-09
RAG
ウォーターマーキング
透かし評価
2025.01.09 2025.05.12
Literature Database

On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains

Authors: Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Charles Fleming, Mingyi Hong, Jie Ding | Published: 2024-09-12
RAG
ポイズニング
2024.09.12 2025.05.12
Literature Database

A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution

Authors: Sampath Rajapaksha, Ruby Rani, Erisa Karafili | Published: 2024-08-12
LLM性能評価
RAG
サイバーセキュリティ
2024.08.12 2025.05.12
Literature Database

Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis

Authors: Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi | Published: 2024-06-11 | Updated: 2024-09-06
LLM性能評価
RAG
リスク管理
2024.06.11 2025.05.12
Literature Database

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Authors: Darren Edge, Ha Trinh, Newman Cheng, Joshua Bradley, Alex Chao, Apurva Mody, Steven Truitt, Dasha Metropolitansky, Robert Osazuwa Ness, Jonathan Larson | Published: 2024-04-24 | Updated: 2025-02-19
RAG
グラフ機械学習の説明可能性
データ抽出と分析
2024.04.24 2025.05.12
Literature Database

Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Authors: Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, Hannaneh Hajishirzi | Published: 2023-10-17
RAG
データ生成手法
フレームワーク
2023.10.17 2025.05.12
Literature Database

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Authors: Jinheon Baek, Alham Fikri Aji, Amir Saffari | Published: 2023-06-07
RAG
映画キャスト
知識グラフ
2023.06.07 2025.05.12
Literature Database

Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy

Authors: Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang, Nan Duan, Weizhu Chen | Published: 2023-05-24 | Updated: 2023-10-23
RAG
人工知能の役割
情報検索
2023.05.24 2025.05.12
Literature Database

Query Rewriting for Retrieval-Augmented Large Language Models

Authors: Xinbei Ma, Yeyun Gong, Pengcheng He, Hai Zhao, Nan Duan | Published: 2023-05-23 | Updated: 2023-10-23
RAG
強化学習環境
情報検索
2023.05.23 2025.05.12
Literature Database

Active Retrieval Augmented Generation

Authors: Zhengbao Jiang, Frank F. Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, Graham Neubig | Published: 2023-05-11 | Updated: 2023-10-22
RAG
情報抽出手法
質問生成手法
2023.05.11 2025.05.12
Literature Database
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