Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation

18 February 2025

Papers citing "Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation"

49 / 49 papers shown

Title
Retrieval-Augmented Generation with Conflicting Evidence Han Wang Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou RALM 86 4 0 17 Apr 2025
OffsetBias: Leveraging Debiased Data for Tuning Evaluators Junsoo Park Seungyeon Jwa Meiying Ren Daeyoung Kim Sanghyuk Choi ALM 36 38 0 09 Jul 2024
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales Zhepei Wei Wei-Lin Chen Yu Meng RALM 91 12 0 19 Jun 2024
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities Zhonghao Li Xuming Hu Aiwei Liu Kening Zheng Shijie Huang Hui Xiong RALM 130 8 0 17 Jun 2024
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization Hamed Zamani Michael Bendersky 89 26 0 05 May 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 88 56 0 30 Mar 2024
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression Zhuoshi Pan Qianhui Wu Huiqiang Jiang Menglin Xia Xufang Luo ... Yuqing Yang Chin-Yew Lin H. Vicky Zhao Lili Qiu Dongmei Zhang VLM 65 100 0 19 Mar 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 227 104 0 13 Mar 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence Jiajie Jin Yutao Zhu Yujia Zhou Zhicheng Dou RALM 56 23 0 19 Feb 2024
The Power of Noise: Redefining Retrieval for RAG Systems Florin Cuconasu Giovanni Trappolini F. Siciliano Simone Filice Cesare Campagnano Y. Maarek Nicola Tonellotto Fabrizio Silvestri RALM 71 159 0 26 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 83 1,658 1 18 Dec 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models Wenhao Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 87 107 0 15 Nov 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction Junyi Liu Liangzhi Li Tong Xiang Bowen Wang Yiming Qian 43 32 0 24 Oct 2023
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression Huiqiang Jiang Qianhui Wu Xufang Luo Dongsheng Li Chin-Yew Lin Yuqing Yang Lili Qiu RALM 140 200 0 10 Oct 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 80 300 0 14 Aug 2023
RRAML: Reinforced Retrieval Augmented Machine Learning Andrea Bacciu Florin Cocunasu F. Siciliano Fabrizio Silvestri Nicola Tonellotto Giovanni Trappolini RALM 53 7 0 24 Jul 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 67 1,521 0 06 Jul 2023
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training Yibin Lei Liang Ding Yu Cao Changtong Zan Andrew Yates Dacheng Tao SSL 25 20 0 05 Jun 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 253 3,712 0 29 May 2023
Unlocking Context Constraints of LLMs: Enhancing Context Efficiency of LLMs with Self-Information-Based Content Filtering Yucheng Li 17 46 0 24 Apr 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 115 150 0 15 Mar 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Scharli Denny Zhou ReLM RALM LRM 65 564 0 31 Jan 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 100 611 0 30 Jan 2023
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization Srinivasan Iyer Xi Lin Ramakanth Pasunuru Todor Mihaylov Daniel Simig ... Jeff Wang Christopher Dewan Asli Celikyilmaz Luke Zettlemoyer Veselin Stoyanov ALM 81 262 0 22 Dec 2022
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories Alex Troy Mallen Akari Asai Victor Zhong Rajarshi Das Daniel Khashabi Hannaneh Hajishirzi RALM HILM KELM 94 567 0 20 Dec 2022
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Pengjie Ren Maarten de Rijke Zhaochun Ren 71 64 0 20 Dec 2022
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model Parishad BehnamGhader Santiago Miret Siva Reddy ReLM LRM 42 36 0 18 Dec 2022
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling Vidhisha Balachandran Hannaneh Hajishirzi William W. Cohen Yulia Tsvetkov HILM KELM 99 47 0 22 Oct 2022
RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses Honglei Zhuang Zhen Qin R. Jagerman Kai Hui Ji Ma Jing Lu Jianmo Ni Xuanhui Wang Michael Bendersky AIMat 44 135 0 12 Oct 2022
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel R. Sifa Christian Bauckhage Hannaneh Hajishirzi Yejin Choi OffRL 63 243 0 03 Oct 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 75 80 0 28 Sep 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning Mingkai Deng Jianyu Wang Cheng-Ping Hsieh Yihan Wang Han Guo Tianmin Shu Meng Song Eric Xing Zhiting Hu 58 330 0 25 May 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning D. Ghalandari Chris Hokamp Georgiana Ifrim 35 20 0 17 May 2022
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback Yuntao Bai Andy Jones Kamal Ndousse Amanda Askell Anna Chen ... Jack Clark Sam McCandlish C. Olah Benjamin Mann Jared Kaplan 181 2,457 0 12 Apr 2022
A Survey on Retrieval-Augmented Text Generation Huayang Li Yixuan Su Deng Cai Yan Wang Lemao Liu RALM 92 205 0 02 Feb 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 54 45 0 16 Dec 2021
Recursively Summarizing Books with Human Feedback Jeff Wu Long Ouyang Daniel M. Ziegler Nissan Stiennon Ryan J. Lowe Jan Leike Paul Christiano ALM 88 301 0 22 Sep 2021
Measuring and Increasing Context Usage in Context-Aware Machine Translation Patrick Fernandes Kayo Yin Graham Neubig André F. T. Martins 31 56 0 07 May 2021
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen OOD LRM 144 37 0 01 Jan 2021
Learning to summarize from human feedback Nisan Stiennon Long Ouyang Jeff Wu Daniel M. Ziegler Ryan J. Lowe Chelsea Voss Alec Radford Dario Amodei Paul Christiano ALM 161 2,071 0 02 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 371 41,106 0 28 May 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 60 1,017 0 02 May 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 84 1,337 0 27 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 120 3,676 0 10 Apr 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 73 2,050 0 10 Feb 2020
Multi-Stage Document Ranking with BERT Rodrigo Nogueira Wei Yang Kyunghyun Cho Jimmy J. Lin 52 390 0 31 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 204 19,824 0 23 Oct 2019
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 105 2,577 0 25 Sep 2018
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 144 2,576 0 09 May 2017