Towards Robust Neural Retrieval Models with Synthetic Pre-Training

Towards Robust Neural Retrieval Models with Synthetic Pre-Training

15 April 2021

Revanth Reddy Gangi Reddy

Vikas Yadav

Md Arafat Sultan

Vittorio Castelli

Heng Ji

Papers citing "Towards Robust Neural Retrieval Models with Synthetic Pre-Training"

9 / 9 papers shown

Title
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective Yu-An Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 52 6 0 09 Jul 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 41 0 0 05 Feb 2024
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering Yung-Sung Chuang Wei Fang Shang-Wen Li Wen-tau Yih James R. Glass LRM 27 12 0 26 May 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 25 4 0 03 Feb 2023
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 44 36 0 20 Dec 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 28 20 0 05 Aug 2022
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval R. Reddy Md Arafat Sultan M. Franz Avirup Sil Heng Ji 32 7 0 24 Apr 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering Jiawei Zhou Xiaoguang Li Lifeng Shang Lan Luo Ke Zhan ... Bo Zhao Fan Yu Xin Jiang Qun Liu Lei Chen 27 20 0 14 Mar 2022
Learning to Retrieve Passages without Supervision Ori Ram Gal Shachaf Omer Levy Jonathan Berant Amir Globerson RALM 11 61 0 14 Dec 2021