Reinforcement Learning for Optimizing RAG for Domain Chatbots

Reinforcement Learning for Optimizing RAG for Domain Chatbots

10 January 2024

Mandar Kulkarni

Praveen Tangarajan

Papers citing "Reinforcement Learning for Optimizing RAG for Domain Chatbots"

13 / 13 papers shown

Title
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Jing Chen Yangqiu Song Jin Dong Jianxin Li Philip S. Yu 73 1 0 27 Apr 2025
A Survey of Personalization: From RAG to Agent Xiaopeng Li Pengyue Jia Derong Xu Yi Wen Yingyi Zhang ... X. Li Y. Liu Huifeng Guo Ruiming Tang Xiangyu Zhao 3DV AI4TS AI4CE 44 0 0 14 Apr 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 70 8 0 21 Jan 2025
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 77 2 0 01 Nov 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision Thang Nguyen Peter Chin Yu-Wing Tai RALM 42 4 0 03 Oct 2024
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA Nirmal Roy Leonardo F. R. Ribeiro Rexhina Blloshmi Kevin Small RALM 27 2 0 23 Sep 2024
A Reliable Common-Sense Reasoning Socialbot Built Using LLMs and Goal-Directed ASP Yankai Zeng Abhiramon Rajasekharan Kinjal Basu Huaduo Wang Joaquín Arias Gopal Gupta LRM 43 3 0 26 Jul 2024
NIFTY Financial News Headlines Dataset Raeid Saqur Ken Kato Nicholas Vinden Frank Rudzicz AIFin 39 1 0 16 May 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 121 228 0 29 Feb 2024
The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG) Shenglai Zeng Jiankun Zhang Pengfei He Yue Xing Yiding Liu ... Jie Ren Shuaiqiang Wang Dawei Yin Yi Chang Jiliang Tang SILM 44 67 0 23 Feb 2024
A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM Ahmet Yusuf Alan Enis Karaarslan Ömer Aydin 21 0 0 27 Jan 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 176 638 0 17 Oct 2023