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Domain-Specific Language Model Pretraining for Biomedical Natural
  Language Processing
v1v2v3v4v5v6 (latest)

Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

31 July 2020
Yu Gu
Robert Tinn
Hao Cheng
Michael R. Lucas
Naoto Usuyama
Xiaodong Liu
Tristan Naumann
Jianfeng Gao
Hoifung Poon
    LM&MAAI4CE
ArXiv (abs)PDFHTML

Papers citing "Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing"

12 / 62 papers shown
Title
BERT: Pre-training of Deep Bidirectional Transformers for Language
  Understanding
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLMSSLSSeg
1.8K
95,407
0
11 Oct 2018
Multi-task Learning with Sample Re-weighting for Machine Reading
  Comprehension
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension
Yichong Xu
Xiaodong Liu
Yelong Shen
Jingjing Liu
Jianfeng Gao
95
51
0
18 Sep 2018
Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision
Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision
Hai Wang
Hoifung Poon
UQCV
60
53
0
26 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and
  detokenizer for Neural Text Processing
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
Taku Kudo
John Richardson
214
3,534
0
19 Aug 2018
A Corpus with Multi-Level Annotations of Patients, Interventions and
  Outcomes to Support Language Processing for Medical Literature
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature
Benjamin E. Nye
Junyi Jessy Li
Roma Patel
Yinfei Yang
Iain J. Marshall
A. Nenkova
Byron C. Wallace
65
221
0
11 Jun 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language
  Understanding
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Jinpeng Wang
Amanpreet Singh
Julian Michael
Felix Hill
Omer Levy
Samuel R. Bowman
ELM
1.1K
7,208
0
20 Apr 2018
Deep contextualized word representations
Deep contextualized word representations
Matthew E. Peters
Mark Neumann
Mohit Iyyer
Matt Gardner
Christopher Clark
Kenton Lee
Luke Zettlemoyer
NAI
250
11,571
0
15 Feb 2018
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
840
132,854
0
12 Jun 2017
Neural Machine Translation of Rare Words with Subword Units
Neural Machine Translation of Rare Words with Subword Units
Rico Sennrich
Barry Haddow
Alexandra Birch
275
7,770
0
31 Aug 2015
Aligning Books and Movies: Towards Story-like Visual Explanations by
  Watching Movies and Reading Books
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books
Yukun Zhu
Ryan Kiros
R. Zemel
Ruslan Salakhutdinov
R. Urtasun
Antonio Torralba
Sanja Fidler
151
2,555
0
22 Jun 2015
Adam: A Method for Stochastic Optimization
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
2.2K
150,501
0
22 Dec 2014
Efficient Estimation of Word Representations in Vector Space
Efficient Estimation of Word Representations in Vector Space
Tomas Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
729
31,582
0
16 Jan 2013
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