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Works (7)

Accelerating Retrieval-Augmented Generation

2025-03-30 | Conference paper
DOI: 10.1145/3669940.3707264
Contributors: Derrick Quinn; Mohammad Nouri; Neel Patel; John Salihu; Alireza Salemi; Sukhan Lee; Hamed Zamani; Mohammad Alian
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Retrieval-Enhanced Machine Learning: Synthesis and Opportunities

2024-12-08 | Conference paper
DOI: 10.1145/3673791.3698439
Contributors: Fernando Diaz; Andrew Drozdov; To Eun Kim; Alireza Salemi; Hamed Zamani
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Evaluating Retrieval Quality in Retrieval-Augmented Generation

2024-07-10 | Conference paper
DOI: 10.1145/3626772.3657957
Contributors: Alireza Salemi; Hamed Zamani
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Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation

2024-07-10 | Conference paper
DOI: 10.1145/3626772.3657783
Contributors: Alireza Salemi; Surya Kallumadi; Hamed Zamani
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Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models

2024-07-10 | Conference paper
DOI: 10.1145/3626772.3657733
Contributors: Alireza Salemi; Hamed Zamani
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Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering

2023-08-09 | Conference paper
DOI: 10.1145/3578337.3605137
Contributors: Alireza Salemi; Mahta Rafiee; Hamed Zamani
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A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering

2023-07-19 | Conference paper
DOI: 10.1145/3539618.3591629
Contributors: Alireza Salemi; Juan Altmayer Pizzorno; Hamed Zamani
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