Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation

25 February 2025

Papers citing "Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation"

20 / 20 papers shown

Title
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement Jinhao Jiang Jiayi Chen Junyi Li Ruiyang Ren Shijie Wang Wayne Xin Zhao Yang Song Tao Zhang LRM 83 10 0 17 Dec 2024
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models Shayekh Bin Islam Md Asib Rahman K S M Tozammel Hossain Enamul Hoque Shafiq Joty Md. Rizwan Parvez RALM AIFin LRM VLM 52 14 0 02 Oct 2024
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers Zhenting Qi Mingyuan Ma Jiahang Xu Li Zhang Fan Yang Mao Yang ReLM LRM 29 71 0 12 Aug 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 45 131 0 31 Jan 2024
NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark Oscar Sainz Jon Ander Campos Iker García-Ferrero Julen Etxaniz Oier López de Lacalle Eneko Agirre 34 163 0 27 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 207 699 0 17 Oct 2023
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models Huaixiu Steven Zheng Swaroop Mishra Xinyun Chen Heng-Tze Cheng Ed H. Chi Quoc V. Le Denny Zhou RALM LRM 49 115 0 09 Oct 2023
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Fangyuan Xu Weijia Shi Eunsol Choi RALM 61 154 0 06 Oct 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 184 11,484 0 18 Jul 2023
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal KELM RALM LRM 59 421 0 20 Dec 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 74 864 0 16 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 44 393 0 02 Dec 2021
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 238 252 0 19 Oct 2020
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering Vikas Yadav Steven Bethard Mihai Surdeanu RALM 91 51 0 04 May 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 75 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 118 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 69 2,050 0 10 Feb 2020
Neural models of factuality Rachel Rudinger Aaron Steven White Benjamin Van Durme 27 86 0 06 Apr 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 52 2,474 0 14 Mar 2018
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 103 2,698 0 28 Nov 2016