PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

23 October 2023

Papers citing "PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter"

25 / 25 papers shown

Title
CompLLM: Compression for Long Context Q&A Gabriele Berton Jayakrishnan Unnikrishnan Son Tran Mubarak Shah 60 1 0 23 Sep 2025
Xinyu AI Search: Enhanced Relevance and Comprehensive Results with Rich Answer Presentations Bo Tang Junyi Zhu Chenyang Xi Yunhang Ge Jiahao Wu ... Yebin Yang Jiajia Wang Zhiyu Li Feiyu Xiong Jingrun Chen 201 0 0 28 May 2025
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Robust Response Generation in the Wild Jiatai Wang Zhiwei Xu Di Jin Xuewen Yang Tao Li RALM 279 2 0 17 Apr 2025
Long Context In-Context Compression by Getting to the Gist of Gisting Aleksandar Petrov Mark Sandler A. Zhmoginov Nolan Miller Max Vladymyrov 267 2 0 11 Apr 2025
GINGER: Grounded Information Nugget-Based Generation of ResponsesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Weronika Łajewska K. Balog 165 4 0 23 Mar 2025
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented GenerationInternational Conference on the Theory of Information Retrieval (ICTIR), 2025 Sha Li Naren Ramakrishnan RALM KELM 539 2 0 18 Feb 2025
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models Kazi Ahmed Asif Fuad Lizhong Chen 242 2 0 01 Nov 2024
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation Yiruo Cheng Kelong Mao Ziliang Zhao Guanting Dong Hongjin Qian Yongkang Wu Tetsuya Sakai Ji-Rong Wen Zhicheng Dou RALM 197 9 0 30 Oct 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng Xiaochen Li Yinlin Zhu Zhicheng Dou Jian-Yun Nie KELM 427 20 0 21 Oct 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 277 91 0 23 Sep 2024
Trustworthiness in Retrieval-Augmented Generation Systems: A Survey Yujia Zhou Yan Liu Xiaoxi Li Jiajie Jin Hongjin Qian Zheng Liu Chaozhuo Li Zhicheng Dou Tsung-Yi Ho Philip S. Yu 3DV RALM 251 75 0 16 Sep 2024
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks Yunfan Gao Yun Xiong Meng Wang Haofen Wang 292 43 0 26 Jul 2024
Characterizing Prompt Compression Methods for Long Context Inference Siddharth Jha Lutfi Eren Erdogan Sehoon Kim Kurt Keutzer A. Gholami 253 10 0 11 Jul 2024
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities Zhonghao Li Xuming Hu Aiwei Liu Kening Zheng Shijie Huang Hui Xiong RALM 419 14 0 17 Jun 2024
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Kiseung Kim Jay-Yoon Lee RALM 239 12 0 09 Jun 2024
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models Zhuoyang Li Liran Deng Hui Liu Qiaoqiao Liu Junzhao Du RALM 137 7 0 04 Jun 2024
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation Kun Zhu Xiaocheng Feng Xiyuan Du Yuxuan Gu Weijiang Yu Haotian Wang Qianglong Chen Zheng Chu Jingchang Chen Bing Qin 286 18 0 03 Jun 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 337 31 0 30 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 510 125 0 23 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 255 83 0 17 Apr 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence Jiajie Jin Yutao Zhu Yujia Zhou Zhicheng Dou RALM 255 32 0 19 Feb 2024
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models Yuanjie Lyu Zhiyu Li Pengnian Qi Feiyu Xiong Simin Niu Wenjin Wang Hao Wu Huan Liu Tong Xu Enhong Chen RALM 253 73 0 30 Jan 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 1.2K 2,629 1 18 Dec 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A SurveyNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 270 140 0 14 Nov 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zheng Liu Zhicheng Dou Ji-Rong Wen KELM 589 439 0 14 Aug 2023