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BART: Denoising Sequence-to-Sequence Pre-training for Natural Language
  Generation, Translation, and Comprehension

BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Annual Meeting of the Association for Computational Linguistics (ACL), 2019
29 October 2019
M. Lewis
Yinhan Liu
Naman Goyal
Marjan Ghazvininejad
Abdel-rahman Mohamed
Omer Levy
Veselin Stoyanov
Luke Zettlemoyer
    AIMatVLM
ArXiv (abs)PDFHTML

Papers citing "BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension"

50 / 5,149 papers shown
Relevance-guided Supervision for OpenQA with ColBERT
Relevance-guided Supervision for OpenQA with ColBERT
Omar Khattab
Christopher Potts
Matei A. Zaharia
RALM
170
107
0
01 Jul 2020
A Survey on Self-supervised Pre-training for Sequential Transfer
  Learning in Neural Networks
A Survey on Self-supervised Pre-training for Sequential Transfer Learning in Neural Networks
H. H. Mao
BDLSSL
151
54
0
01 Jul 2020
SemEval-2020 Task 4: Commonsense Validation and Explanation
SemEval-2020 Task 4: Commonsense Validation and Explanation
Cunxiang Wang
Shuailong Liang
Yili Jin
Yilong Wang
Xiao-Dan Zhu
Yue Zhang
LRM
329
103
0
01 Jul 2020
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for
  Improved Generalization
Composed Fine-Tuning: Freezing Pre-Trained Denoising Autoencoders for Improved Generalization
Sang Michael Xie
Tengyu Ma
Abigail Z. Jacobs
360
17
0
29 Jun 2020
Progressive Generation of Long Text with Pretrained Language Models
Progressive Generation of Long Text with Pretrained Language Models
Bowen Tan
Zichao Yang
Maruan Al-Shedivat
Eric Xing
Zhiting Hu
181
23
0
28 Jun 2020
Pre-training via Paraphrasing
Pre-training via Paraphrasing
M. Lewis
Marjan Ghazvininejad
Gargi Ghosh
Armen Aghajanyan
Sida I. Wang
Luke Zettlemoyer
AIMat
291
165
0
26 Jun 2020
Self-Supervised Representations Improve End-to-End Speech Translation
Self-Supervised Representations Improve End-to-End Speech Translation
Anne Wu
Changhan Wang
J. Pino
Jiatao Gu
SSL
256
42
0
22 Jun 2020
Dataset for Automatic Summarization of Russian News
Dataset for Automatic Summarization of Russian News
I. Gusev
298
27
0
19 Jun 2020
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine
  Translation
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation
Jungo Kasai
Nikolaos Pappas
Hao Peng
James Cross
Noah A. Smith
391
149
0
18 Jun 2020
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question
  Answering, and Abstractive Summarization
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization
A. Esteva
Anuprit Kale
Romain Paulus
Kazuma Hashimoto
Wenpeng Yin
Dragomir R. Radev
R. Socher
221
67
0
17 Jun 2020
Cross-lingual Retrieval for Iterative Self-Supervised Training
Cross-lingual Retrieval for Iterative Self-Supervised Training
C. Tran
Y. Tang
Xian Li
Jiatao Gu
RALM
198
75
0
16 Jun 2020
End-to-End Code Switching Language Models for Automatic Speech
  Recognition
End-to-End Code Switching Language Models for Automatic Speech Recognition
R. AhanM.
S. Kulkarni
AuLLM
101
3
0
16 Jun 2020
DynE: Dynamic Ensemble Decoding for Multi-Document Summarization
DynE: Dynamic Ensemble Decoding for Multi-Document Summarization
Chris Hokamp
D. Ghalandari
N. Pham
John Glover
AI4TS
108
21
0
15 Jun 2020
To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on
  Resource Rich Tasks
To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks
Sinong Wang
Madian Khabsa
Hao Ma
133
28
0
15 Jun 2020
Video Understanding as Machine Translation
Bruno Korbar
Fabio Petroni
Rohit Girdhar
Lorenzo Torresani
SSL
211
29
0
12 Jun 2020
Revisiting Few-sample BERT Fine-tuning
Revisiting Few-sample BERT Fine-tuningInternational Conference on Learning Representations (ICLR), 2020
Tianyi Zhang
Felix Wu
Arzoo Katiyar
Kilian Q. Weinberger
Yoav Artzi
416
488
0
10 Jun 2020
Combination of abstractive and extractive approaches for summarization
  of long scientific texts
Combination of abstractive and extractive approaches for summarization of long scientific texts
Vladislav Tretyak
Denis Stepanov
125
11
0
09 Jun 2020
Linformer: Self-Attention with Linear Complexity
Linformer: Self-Attention with Linear Complexity
Sinong Wang
Belinda Z. Li
Madian Khabsa
Han Fang
Hao Ma
450
2,075
0
08 Jun 2020
Misinformation Has High Perplexity
Misinformation Has High Perplexity
Nayeon Lee
Yejin Bang
Andrea Madotto
Pascale Fung
169
32
0
08 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies
ColdGANs: Taming Language GANs with Cautious Sampling Strategies
Thomas Scialom
Paul-Alexis Dray
Sylvain Lamprier
Benjamin Piwowarski
Jacopo Staiano
GANSyDa
193
18
0
08 Jun 2020
Language Models as Fact Checkers?
Language Models as Fact Checkers?
Nayeon Lee
Belinda Z. Li
Sinong Wang
Anuj Kumar
Hao Ma
Madian Khabsa
KELMHILMLRM
244
78
0
07 Jun 2020
Unsupervised Translation of Programming Languages
Unsupervised Translation of Programming Languages
Marie-Anne Lachaux
Baptiste Roziere
L. Chanussot
Guillaume Lample
358
500
0
05 Jun 2020
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient
  Language Processing
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing
Zihang Dai
Guokun Lai
Yiming Yang
Quoc V. Le
263
256
0
05 Jun 2020
Cross-model Back-translated Distillation for Unsupervised Machine
  Translation
Cross-model Back-translated Distillation for Unsupervised Machine TranslationInternational Conference on Machine Learning (ICML), 2020
Xuan-Phi Nguyen
Shafiq Joty
Thanh-Tung Nguyen
Wu Kui
Ai Ti Aw
204
16
0
03 Jun 2020
Neural Entity Linking: A Survey of Models Based on Deep Learning
Neural Entity Linking: A Survey of Models Based on Deep Learning
Ozge Sevgili
Artem Shelmanov
Mikhail V. Arkhipov
Sergey Petrakov
Christian Biemann
VLM3DVAI4TS
551
142
0
31 May 2020
Language Models are Few-Shot Learners
Language Models are Few-Shot LearnersNeural Information Processing Systems (NeurIPS), 2020
Tom B. Brown
Benjamin Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
...
Christopher Berner
Sam McCandlish
Alec Radford
Ilya Sutskever
Dario Amodei
BDL
2.0K
52,836
0
28 May 2020
Predict-then-Decide: A Predictive Approach for Wait or Answer Task in
  Dialogue Systems
Predict-then-Decide: A Predictive Approach for Wait or Answer Task in Dialogue SystemsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020
Peng Liu
Shaobo Cui
Guodun Li
Xiaoming Kang
Feng Ji
Feng-Lin Li
Zhongzhou Zhao
Haiqing Chen
Yin Zhang
201
3
0
27 May 2020
NILE : Natural Language Inference with Faithful Natural Language
  Explanations
NILE : Natural Language Inference with Faithful Natural Language ExplanationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Sawan Kumar
Partha P. Talukdar
XAILRM
289
170
0
25 May 2020
Stronger Baselines for Grammatical Error Correction Using Pretrained
  Encoder-Decoder Model
Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model
Satoru Katsumata
Mamoru Komachi
182
63
0
24 May 2020
Question-Driven Summarization of Answers to Consumer Health Questions
Question-Driven Summarization of Answers to Consumer Health Questions
Max E. Savery
Asma Ben Abacha
Soumya Gayen
Dina Demner-Fushman
205
95
0
18 May 2020
CERT: Contrastive Self-supervised Learning for Language Understanding
CERT: Contrastive Self-supervised Learning for Language Understanding
Hongchao Fang
Sicheng Wang
Meng Zhou
Jiayuan Ding
P. Xie
ELMSSL
214
369
0
16 May 2020
Simultaneous paraphrasing and translation by fine-tuning Transformer
  models
Simultaneous paraphrasing and translation by fine-tuning Transformer models
Rakesh Chada
104
5
0
12 May 2020
On the Generation of Medical Dialogues for COVID-19
On the Generation of Medical Dialogues for COVID-19
Wenmian Yang
Guangtao Zeng
Bowen Tan
Zeqian Ju
Subrato Chakravorty
...
Xingyi Yang
Qingyang Wu
Zhou Yu
Eric Xing
P. Xie
MedImLM&MA
181
31
0
11 May 2020
How Context Affects Language Models' Factual Predictions
How Context Affects Language Models' Factual Predictions
Fabio Petroni
Patrick Lewis
Aleksandra Piktus
Tim Rocktaschel
Yuxiang Wu
Alexander H. Miller
Sebastian Riedel
KELM
216
255
0
10 May 2020
Detecting East Asian Prejudice on Social Media
Detecting East Asian Prejudice on Social Media
Bertie Vidgen
Austin Botelho
David A. Broniatowski
E. Guest
Matthew Hall
Helen Z. Margetts
Rebekah Tromble
Zeerak Talat
Scott A. Hale
145
107
0
08 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness
  Assessment in Abstractive Summarization
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization
Esin Durmus
He He
Mona T. Diab
HILM
287
444
0
07 May 2020
Exploring Controllable Text Generation Techniques
Exploring Controllable Text Generation TechniquesInternational Conference on Computational Linguistics (COLING), 2020
Shrimai Prabhumoye
A. Black
Ruslan Salakhutdinov
AI4CE
400
96
0
04 May 2020
Discrete Optimization for Unsupervised Sentence Summarization with
  Word-Level Extraction
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Raphael Schumann
Lili Mou
Yao Lu
Olga Vechtomova
K. Markert
362
44
0
04 May 2020
CAiRE-COVID: A Question Answering and Query-focused Multi-Document
  Summarization System for COVID-19 Scholarly Information Management
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management
Jane Polak Scowcroft
Yan Xu
Tiezheng Yu
Farhad Bin Siddique
Elham J. Barezi
Pascale Fung
RALM
138
31
0
04 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven
  Cloze Reward
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze RewardAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Luyang Huang
Lingfei Wu
Lu Wang
RALM
275
169
0
03 May 2020
Generalized Entropy Regularization or: There's Nothing Special about
  Label Smoothing
Generalized Entropy Regularization or: There's Nothing Special about Label SmoothingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Clara Meister
Elizabeth Salesky
Robert Bamler
UQCV
173
66
0
02 May 2020
RICA: Evaluating Robust Inference Capabilities Based on Commonsense
  Axioms
RICA: Evaluating Robust Inference Capabilities Based on Commonsense AxiomsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Pei Zhou
Rahul Khanna
Seyeon Lee
Bill Yuchen Lin
Mark A. Lemley
Jay Pujara
Xiang Ren
ReLM
487
39
0
02 May 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System
UnifiedQA: Crossing Format Boundaries With a Single QA SystemFindings (Findings), 2020
Daniel Khashabi
Sewon Min
Tushar Khot
Ashish Sabharwal
Oyvind Tafjord
Peter Clark
Hannaneh Hajishirzi
634
799
0
02 May 2020
POINTER: Constrained Progressive Text Generation via Insertion-based
  Generative Pre-training
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-trainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Yizhe Zhang
Guoyin Wang
Chunyuan Li
Zhe Gan
Chris Brockett
Bill Dolan
260
30
0
01 May 2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents
Discourse-Aware Unsupervised Summarization of Long Scientific Documents
Yue Dong
Andrei Mircea
Jackie C.K. Cheung
201
8
0
01 May 2020
MUSS: Multilingual Unsupervised Sentence Simplification by Mining
  Paraphrases
MUSS: Multilingual Unsupervised Sentence Simplification by Mining Paraphrases
Louis Martin
Angela Fan
Eric Villemonte de la Clergerie
Antoine Bordes
Benoît Sagot
196
36
0
01 May 2020
Progressively Pretrained Dense Corpus Index for Open-Domain Question
  Answering
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Wenhan Xiong
Hong Wang
Wenjie Wang
RALM
336
18
0
30 Apr 2020
TLDR: Extreme Summarization of Scientific Documents
TLDR: Extreme Summarization of Scientific DocumentsFindings (Findings), 2020
Isabel Cachola
Kyle Lo
Arman Cohan
Daniel S. Weld
325
267
0
30 Apr 2020
Segatron: Segment-Aware Transformer for Language Modeling and
  Understanding
Segatron: Segment-Aware Transformer for Language Modeling and Understanding
Richard He Bai
Peng Shi
Jimmy J. Lin
Yuqing Xie
Luchen Tan
Kun Xiong
Wen Gao
Ming Li
158
8
0
30 Apr 2020
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to
  Machine Translation
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Asa Cooper Stickland
Xian Li
Marjan Ghazvininejad
247
49
0
30 Apr 2020
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