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Pre-training Text Representations as Meta Learning

Pre-training Text Representations as Meta Learning

12 April 2020
Shangwen Lv
Yuechen Wang
Daya Guo
Duyu Tang
Nan Duan
Fuqing Zhu
Ming Gong
Linjun Shou
Ryan Ma
Daxin Jiang
Guihong Cao
Ming Zhou
Songlin Hu
    AIMat
    SSL
    AI4CE
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Papers citing "Pre-training Text Representations as Meta Learning"

21 / 21 papers shown
Title
Unified Language Model Pre-training for Natural Language Understanding
  and Generation
Unified Language Model Pre-training for Natural Language Understanding and Generation
Li Dong
Nan Yang
Wenhui Wang
Furu Wei
Xiaodong Liu
Yu Wang
Jianfeng Gao
M. Zhou
H. Hon
ELM
AI4CE
220
1,555
0
08 May 2019
Multi-Task Deep Neural Networks for Natural Language Understanding
Multi-Task Deep Neural Networks for Natural Language Understanding
Xiaodong Liu
Pengcheng He
Weizhu Chen
Jianfeng Gao
AI4CE
121
1,270
0
31 Jan 2019
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
VLM
SSL
SSeg
1.7K
94,770
0
11 Oct 2018
Meta-Learning for Low-Resource Neural Machine Translation
Meta-Learning for Low-Resource Neural Machine Translation
Jiatao Gu
Yong Wang
Yun Chen
Kyunghyun Cho
Victor O.K. Li
74
343
0
25 Aug 2018
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense
  Inference
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference
Rowan Zellers
Yonatan Bisk
Roy Schwartz
Yejin Choi
101
718
0
16 Aug 2018
Natural Language to Structured Query Generation via Meta-Learning
Natural Language to Structured Query Generation via Meta-Learning
Po-Sen Huang
Chenglong Wang
Rishabh Singh
Wen-tau Yih
Xiaodong He
58
123
0
02 Mar 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
206
11,549
0
15 Feb 2018
Large-scale Cloze Test Dataset Created by Teachers
Large-scale Cloze Test Dataset Created by Teachers
Qizhe Xie
Guokun Lai
Zihang Dai
Eduard H. Hovy
ELM
57
75
0
09 Nov 2017
Learned in Translation: Contextualized Word Vectors
Learned in Translation: Contextualized Word Vectors
Bryan McCann
James Bradbury
Caiming Xiong
R. Socher
115
909
0
01 Aug 2017
The RepEval 2017 Shared Task: Multi-Genre Natural Language Inference
  with Sentence Representations
The RepEval 2017 Shared Task: Multi-Genre Natural Language Inference with Sentence Representations
Nikita Nangia
Adina Williams
Angeliki Lazaridou
Samuel R. Bowman
AI4TS
49
91
0
25 Jul 2017
A Simple Neural Attentive Meta-Learner
A Simple Neural Attentive Meta-Learner
Nikhil Mishra
Mostafa Rohaninejad
Xi Chen
Pieter Abbeel
OOD
68
199
0
11 Jul 2017
Discourse-Based Objectives for Fast Unsupervised Sentence Representation
  Learning
Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning
Yacine Jernite
Samuel R. Bowman
David Sontag
73
111
0
23 Apr 2017
Prototypical Networks for Few-shot Learning
Prototypical Networks for Few-shot Learning
Jake C. Snell
Kevin Swersky
R. Zemel
295
8,130
0
15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
823
11,899
0
09 Mar 2017
Google's Neural Machine Translation System: Bridging the Gap between
  Human and Machine Translation
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yonghui Wu
M. Schuster
Zhiwen Chen
Quoc V. Le
Mohammad Norouzi
...
Alex Rudnick
Oriol Vinyals
G. Corrado
Macduff Hughes
J. Dean
AIMat
894
6,788
0
26 Sep 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text
SQuAD: 100,000+ Questions for Machine Comprehension of Text
Pranav Rajpurkar
Jian Zhang
Konstantin Lopyrev
Percy Liang
RALM
274
8,127
0
16 Jun 2016
Matching Networks for One Shot Learning
Matching Networks for One Shot Learning
Oriol Vinyals
Charles Blundell
Timothy Lillicrap
Koray Kavukcuoglu
Daan Wierstra
VLM
365
7,321
0
13 Jun 2016
A large annotated corpus for learning natural language inference
A large annotated corpus for learning natural language inference
Samuel R. Bowman
Gabor Angeli
Christopher Potts
Christopher D. Manning
310
4,284
0
21 Aug 2015
Skip-Thought Vectors
Skip-Thought Vectors
Ryan Kiros
Yukun Zhu
Ruslan Salakhutdinov
R. Zemel
Antonio Torralba
R. Urtasun
Sanja Fidler
SSL
212
2,411
0
22 Jun 2015
Adam: A Method for Stochastic Optimization
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
1.8K
150,039
0
22 Dec 2014
Distributed Representations of Words and Phrases and their
  Compositionality
Distributed Representations of Words and Phrases and their Compositionality
Tomas Mikolov
Ilya Sutskever
Kai Chen
G. Corrado
J. Dean
NAI
OCL
392
33,521
0
16 Oct 2013
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