Synergistic Interplay between Search and Large Language Models for
Information Retrieval

Synergistic Interplay between Search and Large Language Models for Information Retrieval

12 May 2023

Dongyan Zhao

Papers citing "Synergistic Interplay between Search and Large Language Models for Information Retrieval"

16 / 16 papers shown

Title
GreenIQ: A Deep Search Platform for Comprehensive Carbon Market Analysis and Automated Report Generation Bisola Faith Kayode Akinyemi Sadeeq Akintola Oluwole Fagbohun Egonna Anaesiuba-Bristol Onyekachukwu Ojumah ... Aniema Inyang Teslim Kazeem Habeeb Alli Udodirim Ibem Offia Prisca Chinazor Amajuoyi 38 0 0 20 Mar 2025
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs Kexin Ma Ruochun Jin Xi Wang Huan Chen Jing Ren Yuhua Tang 31 0 0 10 Aug 2024
PDFTriage: Question Answering over Long, Structured Documents Jon Saad-Falcon Joe Barrow Alexa F. Siu A. Nenkova David Seunghyun Yoon Ryan A. Rossi Franck Dernoncourt RALM 24 19 0 16 Sep 2023
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 85 253 0 22 May 2023
Query2doc: Query Expansion with Large Language Models Liang Wang Nan Yang Furu Wei 88 99 0 14 Mar 2023
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 229 321 0 21 Sep 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder Shitao Xiao Zheng Liu Yingxia Shao Bo Zhao RALM 118 109 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 319 11,953 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 175 329 0 12 Aug 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 234 971 0 17 Apr 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 368 0 15 Feb 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 214 594 0 16 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 239 611 0 13 Oct 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 180 465 0 17 Mar 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 417 2,588 0 03 Sep 2019