Task-Aware Specialization for Efficient and Robust Dense Retrieval for
Open-Domain Question Answering

Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering

11 October 2022

Xiaodong Liu

Papers citing "Task-Aware Specialization for Efficient and Robust Dense Retrieval for Open-Domain Question Answering"

7 / 7 papers shown

Title
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 32 13 0 23 May 2023
Chain-of-Skills: A Configurable Model for Open-domain Question Answering Kaixin Ma Hao Cheng Yu Zhang Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 28 16 0 04 May 2023
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 56 68 0 13 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 237 971 0 17 Apr 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 Wu Haifeng Wang RALM OffRL 214 594 0 16 Oct 2020
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 164 134 0 17 Sep 2019