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Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings
1 April 2022
Shitao Xiao
Zheng Liu
Weihao Han
Jianjin Zhang
Defu Lian
Yeyun Gong
Qi Chen
Fan Yang
Hao Sun
Yingxia Shao
Denvy Deng
Qi Zhang
Xing Xie
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Papers citing
"Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings"
7 / 7 papers shown
Title
Generator-Retriever-Generator Approach for Open-Domain Question Answering
Abdelrahman Abdallah
Adam Jatowt
RALM
41
10
0
21 Jul 2023
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder
Shitao Xiao
Zheng Liu
Yingxia Shao
Bo Zhao
RALM
126
112
0
24 May 2022
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
Ruiyang Ren
Yingqi Qu
Jing Liu
Wayne Xin Zhao
Qiaoqiao She
Hua Wu
Haifeng Wang
Ji-Rong Wen
144
249
0
14 Oct 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval
Luyu Gao
Jamie Callan
RALM
175
330
0
12 Aug 2021
Training Large-Scale News Recommenders with Pretrained Language Models in the Loop
Shitao Xiao
Zheng Liu
Yingxia Shao
Tao Di
Xing Xie
VLM
AIFin
127
41
0
18 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 Wu
Haifeng Wang
RALM
OffRL
214
595
0
16 Oct 2020
Convolutional Neural Networks for Sentence Classification
Yoon Kim
AILaw
VLM
312
13,377
0
25 Aug 2014
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