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Frédéric Blain

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affiliation: University of Wolverhampton, UK
affiliation (former): University of Maine, Le Mans, France

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2020 – today

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2024
[c41]
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Anna Beatriz Dimas Furtado, Tharindu Ranasinghe, Frédéric Blain, Ruslan Mitkov:
DORE: A Dataset for Portuguese Definition Generation. LREC/COLING 2024: 5315-5322
[c40]
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Kanishka Silva, Ingo Frommholz, Burcu Can, Frédéric Blain, Raheem Sarwar, Laura Ugolini:
Forged-GAN-BERT: Authorship Attribution for LLM-Generated Forged Novels. EACL (Student Research Workshop) 2024: 325-337
[c39]
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Shenbin Qian, Archchana Sindhujan, Minnie Kabra, Diptesh Kanojia, Constantin Orasan, Tharindu Ranasinghe, Frédéric Blain:
What do Large Language Models Need for Machine Translation Evaluation? EMNLP 2024: 3660-3674
[i8]
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Anna Beatriz Dimas Furtado, Tharindu Ranasinghe, Frédéric Blain, Ruslan Mitkov:
DORE: A Dataset For Portuguese Definition Generation. CoRR abs/2403.18018 (2024)
[i7]
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Shenbin Qian, Archchana Sindhujan, Minnie Kabra, Diptesh Kanojia, Constantin Orasan, Tharindu Ranasinghe, Frédéric Blain:
What do Large Language Models Need for Machine Translation Evaluation? CoRR abs/2410.03278 (2024)
2023
[c38]
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Kanishka Silva, Burcu Can, Frédéric Blain, Raheem Sarwar, Laura Ugolini, Ruslan Mitkov:
Authorship Attribution of Late 19th Century Novels using GAN-BERT. ACL (student) 2023: 310-320
[c37]
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Javad PourMostafa Roshan Sharami, Dimitar Shterionov, Frédéric Blain, Eva Vanmassenhove, Mirella De Sisto, Chris Emmery, Pieter Spronck:
Tailoring Domain Adaptation for Machine Translation Quality Estimation. EAMT 2023: 9-20
[c36]
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Sourabh Dattatray Deoghare, Diptesh Kanojia, Frédéric Blain, Tharindu Ranasinghe, Pushpak Bhattacharyya:
Quality Estimation-Assisted Automatic Post-Editing. EMNLP (Findings) 2023: 1686-1698
[c35]
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Markus Freitag, Nitika Mathur, Chi-kiu Lo, Eleftherios Avramidis, Ricardo Rei, Brian Thompson, Tom Kocmi, Frédéric Blain, Daniel Deutsch, Craig Stewart, Chrysoula Zerva, Sheila Castilho, Alon Lavie, George F. Foster:
Results of WMT23 Metrics Shared Task: Metrics Might Be Guilty but References Are Not Innocent. WMT 2023: 578-628
[c34]
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Frédéric Blain, Chrysoula Zerva, Ricardo Ribeiro, Nuno Miguel Guerreiro, Diptesh Kanojia, José G. C. de Souza, Beatriz Silva, Tânia Vaz, Yan Jingxuan, Fatemeh Azadi, Constantin Orasan, André F. T. Martins:
Findings of the WMT 2023 Shared Task on Quality Estimation. WMT 2023: 629-653
[i6]
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  - journals/corr/abs-2304-08891
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Javad PourMostafa Roshan Sharami, Dimitar Shterionov, Frédéric Blain, Eva Vanmassenhove, Mirella De Sisto, Chris Emmery, Pieter Spronck:
Tailoring Domain Adaptation for Machine Translation Quality Estimation. CoRR abs/2304.08891 (2023)
2022
[c33]
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Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Chrysoula Zerva, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins:
MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. LREC 2022: 4963-4974
[c32]
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Chrysoula Zerva, Frédéric Blain, Ricardo Rei, Piyawat Lertvittayakumjorn, José G. C. de Souza, Steffen Eger, Diptesh Kanojia, Duarte M. Alves, Constantin Orasan, Marina Fomicheva, André F. T. Martins, Lucia Specia:
Findings of the WMT 2022 Shared Task on Quality Estimation. WMT 2022: 69-99
2021
[c31]
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Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego, Frédéric Blain, Abiola Obamuyide, Nikolaos Aletras, Lucia Specia:
Knowledge Distillation for Quality Estimation. ACL/IJCNLP (Findings) 2021: 5091-5099
[c30]
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Fernando Alva-Manchego, Abiola Obamuyide, Amit Gajbhiye, Frédéric Blain, Marina Fomicheva, Lucia Specia:
deepQuest-py: Large and Distilled Models for Quality Estimation. EMNLP (Demos) 2021: 382-389
[c29]
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Vilém Zouhar, Michal Novák, Matús Zilinec, Ondrej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya:
Backtranslation Feedback Improves User Confidence in MT, Not Quality. NAACL-HLT 2021: 151-161
[c28]
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Diptesh Kanojia, Marina Fomicheva, Tharindu Ranasinghe, Frédéric Blain, Constantin Orasan, Lucia Specia:
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation. WMT@EMNLP 2021: 625-638
[c27]
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Lucia Specia, Frédéric Blain, Marina Fomicheva, Chrysoula Zerva, Zhenhao Li, Vishrav Chaudhary, André F. T. Martins:
Findings of the WMT 2021 Shared Task on Quality Estimation. WMT@EMNLP 2021: 684-725
[i5]
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  - journals/corr/abs-2104-05688
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Vilém Zouhar, Michal Novák, Matús Zilinec, Ondrej Bojar, Mateo Obregón, Robin L. Hill, Frédéric Blain, Marina Fomicheva, Lucia Specia, Lisa Yankovskaya:
Backtranslation Feedback Improves User Confidence in MT, Not Quality. CoRR abs/2104.05688 (2021)
[i4]
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  - journals/corr/abs-2107-00411
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Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego, Frédéric Blain, Abiola Obamuyide, Nikolaos Aletras, Lucia Specia:
Knowledge Distillation for Quality Estimation. CoRR abs/2107.00411 (2021)
[i3]
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  - journals/corr/abs-2109-10859
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Diptesh Kanojia, Marina Fomicheva, Tharindu Ranasinghe, Frédéric Blain, Constantin Orasan, Lucia Specia:
Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation. CoRR abs/2109.10859 (2021)
2020
[j1]
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Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia:
Unsupervised Quality Estimation for Neural Machine Translation. Trans. Assoc. Comput. Linguistics 8: 539-555 (2020)
[c26]
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Shu Okabe, Frédéric Blain, Lucia Specia:
Multimodal Quality Estimation for Machine Translation. ACL 2020: 1233-1240
[c25]
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Frédéric Blain, Nikolaos Aletras, Lucia Specia:
Quality In, Quality Out: Learning from Actual Mistakes. EAMT 2020: 145-153
[c24]
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Shuo Sun, Marina Fomicheva, Frédéric Blain, Vishrav Chaudhary, Ahmed El-Kishky, Adithya Renduchintala, Francisco Guzmán, Lucia Specia:
An Exploratory Study on Multilingual Quality Estimation. AACL/IJCNLP 2020: 366-377
[c23]
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Lucia Specia, Frédéric Blain, Marina Fomicheva, Erick Rocha Fonseca, Vishrav Chaudhary, Francisco Guzmán, André F. T. Martins:
Findings of the WMT 2020 Shared Task on Quality Estimation. WMT@EMNLP 2020: 743-764
[c22]
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Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Vishrav Chaudhary, Mark Fishel, Francisco Guzmán, Lucia Specia:
BERGAMOT-LATTE Submissions for the WMT20 Quality Estimation Shared Task. WMT@EMNLP 2020: 1010-1017
[i2]
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  - journals/corr/abs-2005-10608
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Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia:
Unsupervised Quality Estimation for Neural Machine Translation. CoRR abs/2005.10608 (2020)
[i1]
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  - journals/corr/abs-2010-04480
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Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins:
MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. CoRR abs/2010.04480 (2020)

2010 – 2019

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2018
[c21]
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Rajen Chatterjee, Matteo Negri, Marco Turchi, Frédéric Blain, Lucia Specia:
Combining Quality Estimation and Automatic Post-editing to Enhance Machine Translation output. AMTA (1) 2018: 26-38
[c20]
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Julia Ive, Frédéric Blain, Lucia Specia:
deepQuest: A Framework for Neural-based Quality Estimation. COLING 2018: 3146-3157
[c19]
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Lucia Specia, Frédéric Blain, Varvara Logacheva, Ramón Fernandez Astudillo, André F. T. Martins:
Findings of the WMT 2018 Shared Task on Quality Estimation. WMT (shared task) 2018: 689-709
[c18]
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Julia Ive, Carolina Scarton, Frédéric Blain, Lucia Specia:
Sheffield Submissions for the WMT18 Quality Estimation Shared Task. WMT (shared task) 2018: 794-800
2017
[c17]
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Lucia Specia, Kim Harris, Frédéric Blain, Aljoscha Burchardt, Vivien Macketanz, Inguna Skadina, Matteo Negri, Marco Turchi:
Translation Quality and Productivity: A Study on Rich Morphology Languages. MTSummit (1) 2017: 55-71
[c16]
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Frédéric Blain, Lucia Specia, Pranava Madhyastha:
Exploring Hypotheses Spaces in Neural Machine Translation. MTSummit (1) 2017: 282-298
[c15]
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Rajen Chatterjee, Matteo Negri, Marco Turchi, Marcello Federico, Lucia Specia, Frédéric Blain:
Guiding Neural Machine Translation Decoding with External Knowledge. WMT 2017: 157-168
[c14]
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Jan-Thorsten Peter, Hermann Ney, Ondrej Bojar, Ngoc-Quan Pham, Jan Niehues, Alex Waibel, Franck Burlot, François Yvon, Marcis Pinnis, Valters Sics, Jasmijn Bastings, Miguel Rios, Wilker Aziz, Philip Williams, Frédéric Blain, Lucia Specia:
The QT21 Combined Machine Translation System for English to Latvian. WMT 2017: 348-357
[c13]
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Frédéric Blain, Carolina Scarton, Lucia Specia:
Bilexical Embeddings for Quality Estimation. WMT 2017: 545-550
2016
[c12]
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Frédéric Blain, Varvara Logacheva, Lucia Specia:
Phrase Level Segmentation and Labelling of Machine Translation Errors. LREC 2016
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  - conf/semeval/AkerBDFSSB16
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Ahmet Aker, Frédéric Blain, Andrés Duque, Marina Fomicheva, Jurica Seva, Kashif Shah, Daniel Beck:
USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box. SemEval@NAACL-HLT 2016: 609-613
[c10]
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Frédéric Blain, Xingyi Song, Lucia Specia:
Sheffield Systems for the English-Romanian WMT Translation Task. WMT 2016: 259-263
[c9]
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Jan-Thorsten Peter, Tamer Alkhouli, Hermann Ney, Matthias Huck, Fabienne Braune, Alexander M. Fraser, Ales Tamchyna, Ondrej Bojar, Barry Haddow, Rico Sennrich, Frédéric Blain, Lucia Specia, Jan Niehues, Alex Waibel, Alexandre Allauzen, Lauriane Aufrant, Franck Burlot, Elena Knyazeva, Thomas Lavergne, François Yvon, Marcis Pinnis, Stella Frank:
The QT21/HimL Combined Machine Translation System. WMT 2016: 344-355
[c8]
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Varvara Logacheva, Frédéric Blain, Lucia Specia:
USFD's Phrase-level Quality Estimation Systems. WMT 2016: 800-805
2015
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Frédéric Blain, Fethi Bougares, Amir Hazem, Loïc Barrault, Holger Schwenk:
Continuous Adaptation to User Feedback for Statistical Machine Translation. HLT-NAACL 2015: 1001-1005
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Kashif Shah, Varvara Logacheva, Gustavo Paetzold, Frédéric Blain, Daniel Beck, Fethi Bougares, Lucia Specia:
SHEF-NN: Translation Quality Estimation with Neural Networks. WMT@EMNLP 2015: 342-347
2014
[c5]
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Marcello Federico, Nicola Bertoldi, Mauro Cettolo, Matteo Negri, Marco Turchi, Marco Trombetti, Alessandro Cattelan, Antonio Farina, Domenico Lupinetti, Andrea Martines, Alberto Massidda, Holger Schwenk, Loïc Barrault, Frédéric Blain, Philipp Koehn, Christian Buck, Ulrich Germann:
The Matecat Tool. COLING (Demos) 2014: 129-132
2013
[b1]
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Frédéric Blain:
Modèles de traduction évolutifs. (Evolutive translation models). University of Maine, Le Mans, France, 2013
2012
[c4]
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  - conf/eacl/LambertSRSZLB12
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Patrik Lambert, Jean Senellart, Laurent Romary, Holger Schwenk, Florian Zipser, Patrice Lopez, Frédéric Blain:
Collaborative Machine Translation Service for Scientific texts. EACL 2012: 11-15
[c3]
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Frédéric Blain, Holger Schwenk, Jean Senellart:
Incremental adaptation using translation information and post-editing analysis. IWSLT 2012: 229-236
[c2]
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Patrik Lambert, Holger Schwenk, Frédéric Blain:
Automatic Translation of Scientific Documents in the HAL Archive. LREC 2012: 3933-3936
2011
[c1]
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Frédéric Blain, Jean Senellart, Holger Schwenk, Mirko Plitt, Johann Roturier:
Qualitative Analysis of Post-Editing for High Quality Machine Translation. MTSummit 2011

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