Retrieval-Enhanced Machine Learning

2 May 2022

Papers citing "Retrieval-Enhanced Machine Learning"

33 / 33 papers shown

Title
Plan-and-Refine: Diverse and Comprehensive Retrieval-Augmented Generation Alireza Salemi Chris Samarinas Hamed Zamani 33 0 0 10 Apr 2025
Accelerating Retrieval-Augmented Generation Derrick Quinn Mohammad Nouri Neel Patel John Salihu Alireza Salemi Sukhan Lee Hamed Zamani Mohammad Alian RALM 3DV 87 3 0 14 Dec 2024
LML-DAP: Language Model Learning a Dataset for Data-Augmented Prediction Praneeth Vadlapati 16 0 0 27 Sep 2024
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation To Eun Kim Fernando Diaz 53 2 0 17 Sep 2024
Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring Zifan Wang Christopher Ormerod ELM 40 1 0 07 Aug 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 2024
Retrieval-Augmented Mining of Temporal Logic Specifications from Data Gaia Saveri Luca Bortolussi 28 0 0 23 May 2024
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization Hamed Zamani Michael Bendersky 36 23 0 05 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 36 4 0 30 Apr 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 48 12 0 22 Apr 2024
Evaluating Retrieval Quality in Retrieval-Augmented Generation Alireza Salemi Hamed Zamani RALM 46 61 0 21 Apr 2024
Multi-Class Quantum Convolutional Neural Networks Marco Mordacci Davide Ferrari Michele Amoretti 21 2 0 19 Apr 2024
Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation Alireza Salemi Surya Kallumadi Hamed Zamani 41 45 0 09 Apr 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 35 10 0 17 Feb 2024
Cross-modal Retrieval for Knowledge-based Visual Question Answering Paul Lerner Olivier Ferret C. Guinaudeau 33 7 0 11 Jan 2024
ROMO: Retrieval-enhanced Offline Model-based Optimization Mingcheng Chen Haoran Zhao Yuxiang Zhao Hulei Fan Hongqiao Gao Yong Yu Zheng Tian OffRL 18 1 0 11 Oct 2023
RRAML: Reinforced Retrieval Augmented Machine Learning Andrea Bacciu Florin Cocunasu F. Siciliano Fabrizio Silvestri Nicola Tonellotto Giovanni Trappolini RALM 19 7 0 24 Jul 2023
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community Qingyao Ai Ting Bai Zhao Cao Yi-Ju Chang Jiawei Chen ... Peng-Zhen Zhang Fan Zhang Wei-na Zhang M. Zhang Xiaofei Zhu 52 58 0 19 Jul 2023
Improving Retrieval-Augmented Large Language Models via Data Importance Learning Xiaozhong Lyu Stefan Grafberger Samantha Biegel Shaopeng Wei Meng Cao Sebastian Schelter Ce Zhang RALM 26 14 0 06 Jul 2023
Query Understanding in the Age of Large Language Models Avishek Anand Venktesh V Abhijit Anand Vinay Setty LRM 43 4 0 28 Jun 2023
KNN-LM Does Not Improve Open-ended Text Generation Shufan Wang Yixiao Song Andrew Drozdov Aparna Garimella Varun Manjunatha Mohit Iyyer RALM 25 8 0 24 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 32 102 0 13 May 2023
Multivariate Representation Learning for Information Retrieval Hamed Zamani Michael Bendersky DML 21 3 0 27 Apr 2023
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering Alireza Salemi Juan Altmayer Pizzorno Hamed Zamani 15 14 0 26 Apr 2023
Adaptive Computation with Elastic Input Sequence Fuzhao Xue Valerii Likhosherstov Anurag Arnab N. Houlsby Mostafa Dehghani Yang You 31 18 0 30 Jan 2023
You can't pick your neighbors, or can you? When and how to rely on retrieval in the $k$ NN-LM Andrew Drozdov Shufan Wang Razieh Rahimi Andrew McCallum Hamed Zamani Mohit Iyyer RALM 116 17 0 28 Oct 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 57 77 0 28 Sep 2022
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 31 11 0 07 Jul 2022
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 132 47 0 16 Oct 2021
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Dmytro Okhonko Armen Aghajanyan Florian Metze Luke Zettlemoyer Florian Metze Luke Zettlemoyer Christoph Feichtenhofer CLIP VLM 259 558 0 28 Sep 2021
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 238 280 0 15 Jul 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 290 1,815 0 14 Dec 2020