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A Call for Clarity in Reporting BLEU Scores
v1v2 (latest)

A Call for Clarity in Reporting BLEU Scores

Conference on Machine Translation (WMT), 2018
23 April 2018
Matt Post
ArXiv (abs)PDFHTML

Papers citing "A Call for Clarity in Reporting BLEU Scores"

50 / 1,824 papers shown
Efficiently Reusing Old Models Across Languages via Transfer Learning
Efficiently Reusing Old Models Across Languages via Transfer Learning
Tom Kocmi
Ondrej Bojar
143
6
0
24 Sep 2019
Improved Variational Neural Machine Translation by Promoting Mutual
  Information
Improved Variational Neural Machine Translation by Promoting Mutual Information
Arya D. McCarthy
Xian Li
Jiatao Gu
Ning Dong
DRL
110
8
0
19 Sep 2019
Neural Machine Translation with 4-Bit Precision and Beyond
Neural Machine Translation with 4-Bit Precision and Beyond
Alham Fikri Aji
Kenneth Heafield
MQ
132
7
0
13 Sep 2019
Neural Machine Translation with Byte-Level Subwords
Neural Machine Translation with Byte-Level SubwordsAAAI Conference on Artificial Intelligence (AAAI), 2019
Changhan Wang
Dong Wang
Jiatao Gu
240
202
0
07 Sep 2019
Enhancing Machine Translation with Dependency-Aware Self-Attention
Enhancing Machine Translation with Dependency-Aware Self-AttentionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Emanuele Bugliarello
Naoaki Okazaki
203
74
0
06 Sep 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings
  and Earth Mover Distance
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Wei Zhao
Maxime Peyrard
Fei Liu
Yang Gao
Christian M. Meyer
Steffen Eger
484
665
0
05 Sep 2019
Jointly Learning to Align and Translate with Transformer Models
Jointly Learning to Align and Translate with Transformer ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Sarthak Garg
Stephan Peitz
Udhyakumar Nallasamy
Matthias Paulik
180
182
0
04 Sep 2019
Encoders Help You Disambiguate Word Senses in Neural Machine Translation
Encoders Help You Disambiguate Word Senses in Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Gongbo Tang
Rico Sennrich
Joakim Nivre
185
22
0
30 Aug 2019
Improving Deep Transformer with Depth-Scaled Initialization and Merged
  Attention
Improving Deep Transformer with Depth-Scaled Initialization and Merged AttentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Biao Zhang
Ivan Titov
Rico Sennrich
184
115
0
29 Aug 2019
Learning a Multi-Domain Curriculum for Neural Machine Translation
Learning a Multi-Domain Curriculum for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Wei Wang
Ye Tian
Jiquan Ngiam
Yinfei Yang
Isaac Caswell
Zarana Parekh
271
40
0
28 Aug 2019
uniblock: Scoring and Filtering Corpus with Unicode Block Information
uniblock: Scoring and Filtering Corpus with Unicode Block InformationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yingbo Gao
Weiyue Wang
Hermann Ney
117
1
0
26 Aug 2019
Neural Text Summarization: A Critical Evaluation
Neural Text Summarization: A Critical EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Wojciech Kry'sciñski
N. Keskar
Bryan McCann
Caiming Xiong
R. Socher
263
386
0
23 Aug 2019
Latent-Variable Non-Autoregressive Neural Machine Translation with
  Deterministic Inference Using a Delta Posterior
Latent-Variable Non-Autoregressive Neural Machine Translation with Deterministic Inference Using a Delta PosteriorAAAI Conference on Artificial Intelligence (AAAI), 2019
Raphael Shu
Jason D. Lee
Hideki Nakayama
Dong Wang
BDL
419
122
0
20 Aug 2019
Leveraging Sentence Similarity in Natural Language Generation: Improving
  Beam Search using Range Voting
Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range VotingWorkshop on Neural Generation and Translation (WNGT), 2019
Sebastian Borgeaud
Guy Edward Toh Emerson
188
21
0
17 Aug 2019
Simple and Effective Noisy Channel Modeling for Neural Machine
  Translation
Simple and Effective Noisy Channel Modeling for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Kyra Yee
Nathan Ng
Yann N. Dauphin
Michael Auli
169
81
0
15 Aug 2019
On The Evaluation of Machine Translation Systems Trained With
  Back-Translation
On The Evaluation of Machine Translation Systems Trained With Back-TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Sergey Edunov
Myle Ott
MarcÁurelio Ranzato
Michael Auli
177
104
0
14 Aug 2019
EASSE: Easier Automatic Sentence Simplification Evaluation
EASSE: Easier Automatic Sentence Simplification EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Fernando Alva-Manchego
Louis Martin
Carolina Scarton
Lucia Specia
142
142
0
13 Aug 2019
On conducting better validation studies of automatic metrics in natural
  language generation evaluation
On conducting better validation studies of automatic metrics in natural language generation evaluation
Johnny Tian-Zheng Wei
123
1
0
31 Jul 2019
English-Czech Systems in WMT19: Document-Level Transformer
English-Czech Systems in WMT19: Document-Level TransformerConference on Machine Translation (WMT), 2019
Martin Popel
Dominik Machácek
Michal Auersperger
Ondrej Bojar
Pavel Pecina
141
22
0
30 Jul 2019
Joey NMT: A Minimalist NMT Toolkit for Novices
Joey NMT: A Minimalist NMT Toolkit for NovicesConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Julia Kreutzer
Jasmijn Bastings
Stefan Riezler
MoE
298
122
0
29 Jul 2019
Understanding Neural Machine Translation by Simplification: The Case of
  Encoder-free Models
Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models
Gongbo Tang
Rico Sennrich
Joakim Nivre
AI4CE
127
14
0
18 Jul 2019
Facebook FAIR's WMT19 News Translation Task Submission
Facebook FAIR's WMT19 News Translation Task SubmissionConference on Machine Translation (WMT), 2019
Nathan Ng
Kyra Yee
Alexei Baevski
Myle Ott
Michael Auli
Sergey Edunov
VLM
225
413
0
15 Jul 2019
Naver Labs Europe's Systems for the WMT19 Machine Translation Robustness
  Task
Naver Labs Europe's Systems for the WMT19 Machine Translation Robustness TaskConference on Machine Translation (WMT), 2019
Alexandre Berard
Ioan Calapodescu
Claude Roux
VLM
157
62
0
15 Jul 2019
Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level
  Neural Machine Translation
Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine TranslationConference on Machine Translation (WMT), 2019
Marcin Junczys-Dowmunt
187
167
0
14 Jul 2019
The University of Edinburgh's Submissions to the WMT19 News Translation
  Task
The University of Edinburgh's Submissions to the WMT19 News Translation TaskConference on Machine Translation (WMT), 2019
Rachel Bawden
Nikolay Bogoychev
Ulrich Germann
Roman Grundkiewicz
Faheem Kirefu
Antonio Valerio Miceli Barone
Alexandra Birch
117
33
0
12 Jul 2019
Self-Regulated Interactive Sequence-to-Sequence Learning
Self-Regulated Interactive Sequence-to-Sequence LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Julia Kreutzer
Stefan Riezler
111
8
0
11 Jul 2019
Massively Multilingual Neural Machine Translation in the Wild: Findings
  and Challenges
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
N. Arivazhagan
Ankur Bapna
Orhan Firat
Dmitry Lepikhin
Melvin Johnson
...
George F. Foster
Colin Cherry
Wolfgang Macherey
Zhiwen Chen
Yonghui Wu
265
449
0
11 Jul 2019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from
  Wikipedia
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from WikipediaConference of the European Chapter of the Association for Computational Linguistics (EACL), 2019
Holger Schwenk
Vishrav Chaudhary
Shuo Sun
Hongyu Gong
Francisco Guzmán
CVBM
365
425
0
10 Jul 2019
Lingua Custodia at WMT'19: Attempts to Control Terminology
Lingua Custodia at WMT'19: Attempts to Control TerminologyConference on Machine Translation (WMT), 2019
Franck Burlot
59
2
0
10 Jul 2019
Modernizing Historical Documents: a User Study
Modernizing Historical Documents: a User StudyPattern Recognition Letters (PR), 2019
Miguel Domingo
F. Casacuberta
113
5
0
01 Jul 2019
Widening the Representation Bottleneck in Neural Machine Translation
  with Lexical Shortcuts
Widening the Representation Bottleneck in Neural Machine Translation with Lexical ShortcutsConference on Machine Translation (WMT), 2019
Denis Emelin
Ivan Titov
Rico Sennrich
145
10
0
28 Jun 2019
Findings of the First Shared Task on Machine Translation Robustness
Findings of the First Shared Task on Machine Translation RobustnessConference on Machine Translation (WMT), 2019
Xian Li
Paul Michel
Antonios Anastasopoulos
Yonatan Belinkov
Nadir Durrani
Philipp Koehn
Philipp Koehn
Graham Neubig
J. Pino
Hassan Sajjad
218
64
0
27 Jun 2019
Incremental Adaptation of NMT for Professional Post-editors: A User
  Study
Incremental Adaptation of NMT for Professional Post-editors: A User StudyMachine Translation Summit (MT Summit), 2019
Miguel Domingo
Mercedes García-Martínez
Álvaro Peris
A. Helle
Amando Estela
Laurent Bié
F. Casacuberta
Manuel Herranz
92
9
0
21 Jun 2019
Low-Resource Corpus Filtering using Multilingual Sentence Embeddings
Low-Resource Corpus Filtering using Multilingual Sentence EmbeddingsConference on Machine Translation (WMT), 2019
Vishrav Chaudhary
Y. Tang
Francisco Guzmán
Holger Schwenk
Philipp Koehn
159
82
0
20 Jun 2019
Robust Machine Translation with Domain Sensitive Pseudo-Sources:
  Baidu-OSU WMT19 MT Robustness Shared Task System Report
Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System ReportConference on Machine Translation (WMT), 2019
Renjie Zheng
Hairong Liu
Mingbo Ma
Baigong Zheng
Liang Huang
228
11
0
19 Jun 2019
Tagged Back-Translation
Tagged Back-TranslationConference on Machine Translation (WMT), 2019
Isaac Caswell
Ciprian Chelba
David Grangier
270
226
0
15 Jun 2019
UCAM Biomedical translation at WMT19: Transfer learning multi-domain
  ensembles
UCAM Biomedical translation at WMT19: Transfer learning multi-domain ensemblesConference on Machine Translation (WMT), 2019
Danielle Saunders
Felix Stahlberg
Bill Byrne
MedIm
136
14
0
13 Jun 2019
Making Asynchronous Stochastic Gradient Descent Work for Transformers
Making Asynchronous Stochastic Gradient Descent Work for TransformersConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Alham Fikri Aji
Kenneth Heafield
125
13
0
08 Jun 2019
Syntactically Supervised Transformers for Faster Neural Machine
  Translation
Syntactically Supervised Transformers for Faster Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Nader Akoury
Kalpesh Krishna
Mohit Iyyer
169
58
0
06 Jun 2019
Pitfalls in the Evaluation of Sentence Embeddings
Pitfalls in the Evaluation of Sentence Embeddings
Steffen Eger
Andreas Rucklé
Iryna Gurevych
ELM
146
20
0
04 Jun 2019
Domain Adaptive Inference for Neural Machine Translation
Domain Adaptive Inference for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Danielle Saunders
Felix Stahlberg
Adria de Gispert
Bill Byrne
AI4CE
150
30
0
02 Jun 2019
Mixed Precision Training With 8-bit Floating Point
Mixed Precision Training With 8-bit Floating Point
Naveen Mellempudi
Sudarshan Srinivasan
Dipankar Das
Bharat Kaul
MQ
176
74
0
29 May 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study
Revisiting Low-Resource Neural Machine Translation: A Case StudyAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Rico Sennrich
Biao Zhang
159
227
0
28 May 2019
Stochastic Shared Embeddings: Data-driven Regularization of Embedding
  Layers
Stochastic Shared Embeddings: Data-driven Regularization of Embedding LayersNeural Information Processing Systems (NeurIPS), 2019
Liwei Wu
Shuqing Li
Cho-Jui Hsieh
James Sharpnack
193
37
0
25 May 2019
A Call for Prudent Choice of Subword Merge Operations in Neural Machine
  Translation
A Call for Prudent Choice of Subword Merge Operations in Neural Machine TranslationMachine Translation Summit (MT Summit), 2019
Shuoyang Ding
Adithya Renduchintala
Kevin Duh
236
70
0
24 May 2019
Joint Source-Target Self Attention with Locality Constraints
Joint Source-Target Self Attention with Locality Constraints
José A. R. Fonollosa
Noe Casas
Marta R. Costa-jussá
132
23
0
16 May 2019
BERTScore: Evaluating Text Generation with BERT
BERTScore: Evaluating Text Generation with BERT
Tianyi Zhang
Varsha Kishore
Felix Wu
Kilian Q. Weinberger
Yoav Artzi
2.4K
7,506
0
21 Apr 2019
Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data
  In Your Machine Translation System?
Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System?
Sorami Hisamoto
Matt Post
Kevin Duh
MIACVSLR
258
122
0
11 Apr 2019
APE at Scale and its Implications on MT Evaluation Biases
APE at Scale and its Implications on MT Evaluation Biases
Markus Freitag
Isaac Caswell
Scott Roy
ALM
158
8
0
09 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
fairseq: A Fast, Extensible Toolkit for Sequence Modeling
Myle Ott
Sergey Edunov
Alexei Baevski
Angela Fan
Sam Gross
Nathan Ng
David Grangier
Michael Auli
VLMFaML
540
3,318
0
01 Apr 2019
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