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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
M. Franz
Vittorio Castelli
Heng Ji
Avirup Sil
ArXiv (abs)PDFHTML

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
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
344
19
0
09 Jul 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review
Domain Adaptation of Multilingual Semantic Search -- Literature Review
Anna Bringmann
Anastasia Zhukova
VLM
220
0
0
05 Feb 2024
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question
  Answering
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yung-Sung Chuang
Wei Fang
Shang-Wen Li
Anuj Kumar
James R. Glass
LRM
215
26
0
26 May 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense RetrievalInternational Conference on Learning Representations (ICLR), 2023
Shunyu Zhang
Yaobo Liang
Ming Gong
Daxin Jiang
Nan Duan
327
8
0
03 Feb 2023
What Are You Token About? Dense Retrieval as Distributions Over the
  Vocabulary
What Are You Token About? Dense Retrieval as Distributions Over the VocabularyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Ori Ram
L. Bezalel
Adi Zicher
Yonatan Belinkov
Jonathan Berant
Amir Globerson
167
42
0
20 Dec 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A
  Comprehensive Survey
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
RALMVLM
194
20
0
05 Aug 2022
Entity-Conditioned Question Generation for Robust Attention Distribution
  in Neural Information Retrieval
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
R. Reddy
Md Arafat Sultan
M. Franz
Avirup Sil
Heng Ji
169
7
0
24 Apr 2022
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain
  Question Answering
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Jiawei Zhou
Xiaoguang Li
Lifeng Shang
Lan Luo
Ke Zhan
...
Bo Zhao
Fan Yu
Xin Jiang
Qun Liu
Lei Chen
152
21
0
14 Mar 2022
Learning to Retrieve Passages without Supervision
Learning to Retrieve Passages without Supervision
Ori Ram
Gal Shachaf
Omer Levy
Jonathan Berant
Amir Globerson
RALM
294
67
0
14 Dec 2021
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