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Exploring the Limits of Transfer Learning with a Unified Text-to-Text
  Transformer
v1v2v3v4 (latest)

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

23 October 2019
Colin Raffel
Noam M. Shazeer
Adam Roberts
Katherine Lee
Sharan Narang
Michael Matena
Yanqi Zhou
Wei Li
Peter J. Liu
    AIMat
ArXiv (abs)PDFHTML

Papers citing "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

50 / 9,870 papers shown
Title
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset
L. Bonifacio
Vitor Jeronymo
Hugo Queiroz Abonizio
Israel Campiotti
Marzieh Fadaee
R. Lotufo
Rodrigo Nogueira
103
113
0
31 Aug 2021
Contrastive Domain Adaptation for Question Answering using Limited Text
  Corpora
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora
Zhenrui Yue
Bernhard Kratzwald
Stefan Feuerriegel
OOD
66
38
0
31 Aug 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning
Plan-then-Generate: Controlled Data-to-Text Generation via Planning
Yixuan Su
David Vandyke
Sihui Wang
Yimai Fang
Nigel Collier
109
81
0
31 Aug 2021
AraT5: Text-to-Text Transformers for Arabic Language Generation
AraT5: Text-to-Text Transformers for Arabic Language Generation
El Moatez Billah Nagoudi
AbdelRahim Elmadany
Muhammad Abdul-Mageed
144
125
0
31 Aug 2021
Semi-Supervised Exaggeration Detection of Health Science Press Releases
Semi-Supervised Exaggeration Detection of Health Science Press Releases
Dustin Wright
Isabelle Augenstein
83
13
0
30 Aug 2021
Want To Reduce Labeling Cost? GPT-3 Can Help
Want To Reduce Labeling Cost? GPT-3 Can Help
Shuohang Wang
Yang Liu
Yichong Xu
Chenguang Zhu
Michael Zeng
80
257
0
30 Aug 2021
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot
  Learners
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
Ningyu Zhang
Luoqiu Li
Xiang Chen
Shumin Deng
Zhen Bi
Chuanqi Tan
Fei Huang
Huajun Chen
VLM
150
180
0
30 Aug 2021
Factual Consistency Evaluation for Text Summarization via Counterfactual
  Estimation
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation
Yuexiang Xie
Fei Sun
Yang Deng
Yaliang Li
Bolin Ding
HILM
101
54
0
30 Aug 2021
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text
  Understanding and Generation
LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation
Jian Guan
Zhuoer Feng
Yamei Chen
Ru He
Xiaoxi Mao
Changjie Fan
Minlie Huang
120
33
0
30 Aug 2021
Are Training Resources Insufficient? Predict First Then Explain!
Are Training Resources Insufficient? Predict First Then Explain!
Myeongjun Jang
Thomas Lukasiewicz
LRM
70
7
0
29 Aug 2021
Oh My Mistake!: Toward Realistic Dialogue State Tracking including
  Turnback Utterances
Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances
Takyoung Kim
Yukyung Lee
Hoonsang Yoon
Pilsung Kang
Junseong Bang
Misuk Kim
86
3
0
28 Aug 2021
Smoothing Dialogue States for Open Conversational Machine Reading
Smoothing Dialogue States for Open Conversational Machine Reading
Zhuosheng Zhang
Siru Ouyang
Hai Zhao
Masao Utiyama
Eiichiro Sumita
78
6
0
28 Aug 2021
Self-training Improves Pre-training for Few-shot Learning in
  Task-oriented Dialog Systems
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems
Fei Mi
Wanhao Zhou
Feng Cai
Lingjing Kong
Minlie Huang
Boi Faltings
89
32
0
28 Aug 2021
QACE: Asking Questions to Evaluate an Image Caption
QACE: Asking Questions to Evaluate an Image Caption
Hwanhee Lee
Thomas Scialom
Seunghyun Yoon
Franck Dernoncourt
Kyomin Jung
CoGe
87
19
0
28 Aug 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation
  using Pretrained Language Models
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models
Pierre Dognin
Inkit Padhi
Igor Melnyk
Payel Das
OffRL
64
21
0
27 Aug 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters
Automatic Text Evaluation through the Lens of Wasserstein Barycenters
Pierre Colombo
Guillaume Staerman
Chloé Clavel
Pablo Piantanida
197
41
0
27 Aug 2021
Train Short, Test Long: Attention with Linear Biases Enables Input
  Length Extrapolation
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
Ofir Press
Noah A. Smith
M. Lewis
350
779
0
27 Aug 2021
LocTex: Learning Data-Efficient Visual Representations from Localized
  Textual Supervision
LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision
Zhijian Liu
Simon Stent
Jie Li
John Gideon
Song Han
VLM
106
10
0
26 Aug 2021
Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark
  for AMR Graph Similarity
Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity
Juri Opitz
Angel Daza
A. Frank
69
31
0
26 Aug 2021
Similar Scenes arouse Similar Emotions: Parallel Data Augmentation for
  Stylized Image Captioning
Similar Scenes arouse Similar Emotions: Parallel Data Augmentation for Stylized Image Captioning
Guodun Li
Yuchen Zhai
Zehao Lin
Yin Zhang
102
21
0
26 Aug 2021
Multi-Task Self-Training for Learning General Representations
Multi-Task Self-Training for Learning General Representations
Golnaz Ghiasi
Barret Zoph
E. D. Cubuk
Quoc V. Le
Nayeon Lee
SSL
91
101
0
25 Aug 2021
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision
Zirui Wang
Jiahui Yu
Adams Wei Yu
Zihang Dai
Yulia Tsvetkov
Yuan Cao
VLMMLLM
153
799
0
24 Aug 2021
Are the Multilingual Models Better? Improving Czech Sentiment with
  Transformers
Are the Multilingual Models Better? Improving Czech Sentiment with Transformers
Pavel Přibáň
J. Steinberger
70
11
0
24 Aug 2021
Prompt-Learning for Fine-Grained Entity Typing
Prompt-Learning for Fine-Grained Entity Typing
Ning Ding
Yulin Chen
Xu Han
Guangwei Xu
Pengjun Xie
Haitao Zheng
Zhiyuan Liu
Juan-Zi Li
Hong-Gee Kim
95
159
0
24 Aug 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text
  Models
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
Jianmo Ni
Gustavo Hernández Ábrego
Noah Constant
Ji Ma
Keith B. Hall
Daniel Cer
Yinfei Yang
268
570
0
19 Aug 2021
Modulating Language Models with Emotions
Modulating Language Models with Emotions
Ruibo Liu
Jason W. Wei
Chenyan Jia
Soroush Vosoughi
65
23
0
17 Aug 2021
Contextualizing Variation in Text Style Transfer Datasets
Contextualizing Variation in Text Style Transfer Datasets
S. Schoch
Wanyu Du
Yangfeng Ji
64
5
0
17 Aug 2021
Challenges for cognitive decoding using deep learning methods
Challenges for cognitive decoding using deep learning methods
A. Thomas
Christopher Ré
R. Poldrack
AI4CE
56
6
0
16 Aug 2021
Program Synthesis with Large Language Models
Program Synthesis with Large Language Models
Jacob Austin
Augustus Odena
Maxwell Nye
Maarten Bosma
Henryk Michalewski
...
Ellen Jiang
Carrie J. Cai
Michael Terry
Quoc V. Le
Charles Sutton
ELMAIMatReCodALM
218
2,023
0
16 Aug 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural
  Language Generation
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
Zhoujun Cheng
Haoyu Dong
Zhiruo Wang
Ran Jia
Jiaqi Guo
Yan Gao
Shi Han
Jian-Guang Lou
Dongmei Zhang
LMTD
137
100
0
15 Aug 2021
Complex Knowledge Base Question Answering: A Survey
Complex Knowledge Base Question Answering: A Survey
Yunshi Lan
Gaole He
Jinhao Jiang
Jing Jiang
Wayne Xin Zhao
Ji-Rong Wen
119
89
0
15 Aug 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation
Dual Path Learning for Domain Adaptation of Semantic Segmentation
Yiting Cheng
Fangyun Wei
Jianmin Bao
Dong Chen
Fang Wen
Wenqiang Zhang
83
69
0
13 Aug 2021
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning
FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning
Jing Zhou
Yanan Zheng
Jie Tang
Jian Li
Zhilin Yang
VLM
89
80
0
13 Aug 2021
MTG: A Benchmark Suite for Multilingual Text Generation
MTG: A Benchmark Suite for Multilingual Text Generation
Yiran Chen
Zhenqiao Song
Xianze Wu
Danqing Wang
Jingjing Xu
Jiaze Chen
Hao Zhou
Lei Li
LRMVLM
82
22
0
13 Aug 2021
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup
  for Training GPT Models
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models
Conglong Li
Minjia Zhang
Yuxiong He
75
38
0
13 Aug 2021
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual
  Representations
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations
Josh Beal
Hao Wu
Dong Huk Park
Andrew Zhai
Dmitry Kislyuk
ViT
58
30
0
12 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural
  Language Processing
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing
Katikapalli Subramanyam Kalyan
A. Rajasekharan
S. Sangeetha
VLMLM&MA
105
270
0
12 Aug 2021
Post-hoc Interpretability for Neural NLP: A Survey
Post-hoc Interpretability for Neural NLP: A Survey
Andreas Madsen
Siva Reddy
A. Chandar
XAI
120
233
0
10 Aug 2021
SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code
  Representation
SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation
Xin Wang
Yasheng Wang
Fei Mi
Pingyi Zhou
Yao Wan
Xiao Liu
Li Li
Hao Wu
Jin Liu
Xin Jiang
139
118
0
10 Aug 2021
Making Transformers Solve Compositional Tasks
Making Transformers Solve Compositional Tasks
Santiago Ontañón
Joshua Ainslie
Vaclav Cvicek
Zachary Kenneth Fisher
109
74
0
09 Aug 2021
Toward Human-Level Artificial Intelligence
Toward Human-Level Artificial Intelligence
Deokgun Park
LM&Ro
27
1
0
09 Aug 2021
Compositional Generalization in Multilingual Semantic Parsing over
  Wikidata
Compositional Generalization in Multilingual Semantic Parsing over Wikidata
Ruixiang Cui
Rahul Aralikatte
Heather Lent
Daniel Hershcovich
88
11
0
07 Aug 2021
Fine-tuning GPT-3 for Russian Text Summarization
Fine-tuning GPT-3 for Russian Text Summarization
Alexandr Nikolich
Arina Puchkova
96
30
0
07 Aug 2021
Tiny Neural Models for Seq2Seq
Tiny Neural Models for Seq2Seq
A. Kandoor
38
0
0
07 Aug 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open
  Domain Question Answering
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering
Alexander Hanbo Li
Patrick Ng
Peng Xu
Henghui Zhu
Zhiguo Wang
Bing Xiang
LMTD
208
32
0
05 Aug 2021
Robust Transfer Learning with Pretrained Language Models through
  Adapters
Robust Transfer Learning with Pretrained Language Models through Adapters
Wenjuan Han
Bo Pang
Ying Nian Wu
69
56
0
05 Aug 2021
Mitigating harm in language models with conditional-likelihood
  filtration
Mitigating harm in language models with conditional-likelihood filtration
Helen Ngo
Cooper D. Raterink
J. Araújo
Ivan Zhang
Carol Chen
Adrien Morisot
Nick Frosst
96
42
0
04 Aug 2021
Question-controlled Text-aware Image Captioning
Question-controlled Text-aware Image Captioning
Anwen Hu
Shizhe Chen
Qin Jin
76
15
0
04 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt
  Verbalizer for Text Classification
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification
Shengding Hu
Ning Ding
Huadong Wang
Zhiyuan Liu
Jingang Wang
Juan-Zi Li
Wei Wu
Maosong Sun
VLM
106
372
0
04 Aug 2021
Controlled Text Generation as Continuous Optimization with Multiple
  Constraints
Controlled Text Generation as Continuous Optimization with Multiple Constraints
Sachin Kumar
Eric Malmi
Aliaksei Severyn
Yulia Tsvetkov
BDLAI4CE
106
79
0
04 Aug 2021
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