title = {An Empirical Investigation of Statistical Significance in {NLP}},
pages = {995--1005},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2012}
}
@inproceedings{DBLP:conf/wmt/Bicici13a,
author = {Ergun Bi{\c{c}}ici},
title = {Referential Translation Machines for Quality Estimation},
pages = {343--351},
publisher = {Annual Meeting of the Association for Computational Linguistics},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2015},
year = {2013}
}
@inproceedings{DBLP:conf/wmt/SouzaBTN13,
author = {Jos{\'{e}} Guilherme Camargo de Souza and
Christian Buck and
Marco Turchi and
Matteo Negri},
title = {FBK-UEdin Participation to the {WMT13} Quality Estimation Shared Task},
pages = {352--358},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2013}
}
@inproceedings{DBLP:conf/wmt/SouzaGBTN14,
author = {Jos{\'{e}} Guilherme Camargo de Souza and
Jes{\'{u}}s Gonz{\'{a}}lez{-}Rubio and
Christian Buck and
Marco Turchi and
Matteo Negri},
title = {FBK-UPV-UEdin participation in the {WMT14} Quality Estimation shared-task},
pages = {322--328},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2014}
}
@inproceedings{DBLP:conf/wmt/Espla-GomisSF15,
author = {Miquel Espl{\`{a}}{-}Gomis and
Felipe S{\'{a}}nchez{-}Mart{\'{\i}}nez and
Mikel L. Forcada},
title = {UAlacant word-level machine translation quality estimation system
at {WMT} 2015},
pages = {309--315},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2015}
}
@inproceedings{DBLP:conf/wmt/KreutzerSR15,
author = {Julia Kreutzer and
Shigehiko Schamoni and
Stefan Riezler},
title = {QUality Estimation from ScraTCH {(QUETCH):} Deep Learning for Word-level
Translation Quality Estimation},
pages = {316--322},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2015}
}
@inproceedings{DBLP:conf/wmt/MartinsAHK16,
author = {Andr{\'{e}} F. T. Martins and
Ram{\'{o}}n Fern{\'{a}}ndez Astudillo and
Chris Hokamp and
Fabio Kepler},
title = {Unbabel's Participation in the {WMT16} Word-Level Translation Quality
Estimation Shared Task},
pages = {806--811},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2016}
}
@inproceedings{DBLP:conf/wmt/ChenTZXZLW17,
author = {Zhiming Chen and
Yiming Tan and
Chenlin Zhang and
Qingyu Xiang and
Lilin Zhang and
Maoxi Li and
Mingwen Wang},
title = {Improving Machine Translation Quality Estimation with Neural Network
Features},
pages = {551--555},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2017}
}
@inproceedings{kreutzer2015quality,
title={Quality estimation from scratch (quetch): Deep learning for word-level translation quality estimation},
author={Kreutzer, Julia and Schamoni, Shigehiko and Riezler, Stefan},
publisher={Proceedings of the Tenth Workshop on Statistical Machine Translation},
pages={316--322},
year={2015}
}
@inproceedings{DBLP:conf/wmt/ScartonBSSS16,
author = {Carolina Scarton and
Daniel Beck and
Kashif Shah and
Karin Sim Smith and
Lucia Specia},
title = {Word embeddings and discourse information for Quality Estimation},
pages = {831--837},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2016}
}
@inproceedings{DBLP:conf/wmt/AbdelsalamBE16,
author = {Amal Abdelsalam and
Ondrej Bojar and
Samhaa El{-}Beltagy},
title = {Bilingual Embeddings and Word Alignments for Translation Quality Estimation},
pages = {764--771},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2016}
}
@inproceedings{DBLP:conf/wmt/BasuPN18,
author = {Prasenjit Basu and
Santanu Pal and
Sudip Kumar Naskar},
title = {Keep It or Not: Word Level Quality Estimation for Post-Editing},
pages = {759--764},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2018}
}
@inproceedings{DBLP:conf/wmt/Lo19,
author = {Chi{-}kiu Lo},
title = {YiSi - a Unified Semantic {MT} Quality Evaluation and Estimation Metric
for Languages with Different Levels of Available Resources},
pages = {507--513},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/wmt/YankovskayaTF19,
author = {Elizaveta Yankovskaya and
Andre T{\"{a}}ttar and
Mark Fishel},
title = {Quality Estimation and Translation Metrics via Pre-trained Word and
Sentence Embeddings},
pages = {101--105},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/wmt/Qi19,
author = {Hou Qi},
title = {{NJU} Submissions for the {WMT19} Quality Estimation Shared Task},
pages = {95--100},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/wmt/ZhouZH19,
author = {Junpei Zhou and
Zhisong Zhang and
Zecong Hu},
title = {{SOURCE:} SOURce-Conditional Elmo-style Model for Machine Translation
Quality Estimation},
pages = {106--111},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/wmt/Hokamp17,
author = {Chris Hokamp},
title = {Ensembling Factored Neural Machine Translation Models for Automatic
Post-Editing and Quality Estimation},
pages = {647--654},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2017}
}
@inproceedings{DBLP:conf/wmt/YankovskayaTF19,
author = {Elizaveta Yankovskaya and
Andre T{\"{a}}ttar and
Mark Fishel},
title = {Quality Estimation and Translation Metrics via Pre-trained Word and
Sentence Embeddings},
pages = {101--105},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/wmt/KimLKN19,
author = {Hyun Kim and
Joon{-}Ho Lim and
Hyun{-}Ki Kim and
Seung{-}Hoon Na},
title = {{QE} {BERT:} Bilingual {BERT} Using Multi-task Learning for Neural
Quality Estimation},
pages = {85--89},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/wmt/HildebrandV13,
author = {Silja Hildebrand and
Stephan Vogel},
title = {{MT} Quality Estimation: The {CMU} System for WMT'13},
pages = {373--379},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2013}
}
@article{kepler2019unbabel,
title={Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task},
author={Kepler, F{\'a}bio and Tr{\'e}nous, Jonay and Treviso, Marcos and Vera, Miguel and G{\'o}is, Ant{\'o}nio and Farajian, M Amin and Lopes, Ant{\'o}nio V and Martins, Andr{\'e} FT},
year={2019}
}
@inproceedings{martins2016unbabel,
title={Unbabel’s participation in the wmt16 word-level translation quality estimation shared task},
author={Martins, Andr{\'e} FT and Astudillo, Ram{\'o}n and Hokamp, Chris and Kepler, Fabio},
publisher={Proceedings of the First Conference on Machine Translation},
pages={806--811},
year={2016}
}
@inproceedings{DBLP:conf/wmt/ShahLPBBBS15,
author = {Kashif Shah and
Varvara Logacheva and
Gustavo Paetzold and
Fr{\'{e}}d{\'{e}}ric Blain and
Daniel Beck and
Fethi Bougares and
Lucia Specia},
title = {{SHEF-NN:} Translation Quality Estimation with Neural Networks},
pages = {342--347},
publisher = {Annual Meeting of the Association for Computational Linguistics},
year = {2015}
}
@book{huang2019machine,
title={Machine Translation: 15th China Conference, CCMT 2019, Nanchang, China, September 27--29, 2019, Revised Selected Papers},
author={Huang, Shujian and Knight, Kevin},
volume={1104},
year={2019},
publisher={Springer Nature}
}
@article{akaike1974new,
title={A new look at the statistical model identification},
author={Akaike, Hirotugu},
volume={19},
number={6},
pages={716--723},
year={1974},
publisher={IEEE}
}
@inproceedings{wang2019niutrans,
title={NiuTrans Submission for CCMT19 Quality Estimation Task},
author={Wang, Ziyang and Liu, Hui and Chen, Hexuan and Feng, Kai and Wang, Zeyang and Li, Bei and Xu, Chen and Xiao, Tong and Zhu, Jingbo},
pages={82--92},
year={2019},
publisher={Springer}
}
@book{jurafsky2000speech,
title={Speech \& language processing},
author={Jurafsky, Dan},
year={2000},
publisher={Pearson Education India}
}
@article{devlin2018bert,
title={Bert: Pre-training of deep bidirectional transformers for language understanding},
author={Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina},