A Study on the Efficiency and Generalization of Light Hybrid Retrievers

A Study on the Efficiency and Generalization of Light Hybrid Retrievers

4 October 2022

Shashank Jain

Arash Einolghozati

Debojeet Chatterjee

Papers citing "A Study on the Efficiency and Generalization of Light Hybrid Retrievers"

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Title
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications Rishi Kalra Zekun Wu Ayesha Gulley Airlie Hilliard Xin Guan Adriano Soares Koshiyama Philip C. Treleaven RALM AILaw 47 5 0 29 Aug 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity Diego Sanmartin RALM 41 36 0 20 May 2024
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? Neeraj Varshney Man Luo Chitta Baral RALM 19 11 0 23 Nov 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? Xilun Chen Kushal Lakhotia Barlas Oğuz Anchit Gupta Patrick Lewis Stanislav Peshterliev Yashar Mehdad Sonal Gupta Wen-tau Yih 48 68 0 13 Oct 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 231 966 0 17 Apr 2021