Translation as a Scalable Proxy for Multilingual Evaluation.

Francisco Guzmán

Sheriff Issaka Erick Rosas Gonzalez Lieqi Liu Evans Kofi Agyei Lucas Bandarkar Nanyun Peng 0001 David Ifeoluwa Adelani Francisco Guzmán Saadia Gabriel Translation as a Scalable Proxy for Multilingual Evaluation. 2026 January abs/2601.11778 CoRR https://doi.org/10.48550/arXiv.2601.11778 db/journals/corr/corr2601.html#abs-2601-11778 streams/journals/corr

Andreas Plesner Francisco Guzmán Anish Athalye An Imperfect Verifier is Good Enough: Learning with Noisy Rewards. 2026 April abs/2604.07666 CoRR https://doi.org/10.48550/arXiv.2604.07666 db/journals/corr/corr2604.html#abs-2604-07666 streams/journals/corr

Elaine Lau Markus Dücker Ronak Chaudhary Hui Wen Goh Rosemary Wei Vaibhav Kumar Saed Qunbar Guram Gogia Yi Liu Scott Millslagle Nasim Borazjanizadeh Ulyana Tkachenko Samuel Eshun Danquah Collin Schweiker Vijay Karumathil Asrith Devalaraju Varsha Sandadi Haemi Nam Punit Arani Ray Epps Abdullah Arif Sahil Bhaiwala Curtis G. Northcutt Skyler Wang Anish Athalye Jonas W. Mueller Francisco Guzmán BankerToolBench: Evaluating AI Agents in End-to-End Investment Banking Workflows. 2026 April abs/2604.11304 CoRR https://doi.org/10.48550/arXiv.2604.11304 db/journals/corr/corr2604.html#abs-2604-11304 streams/journals/corr

Salvador Merino Javier Martínez 0001 Francisco Guzmán Francisco José Sánchez Rafael Guzmán Mariano Sidrach de Cardona Juan de Dios Lara Fernández Scalable method for administration of resource technologies under stochastic procedures. 127652 2023 440 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2022.127652 db/journals/amc/amc440.html#MerinoMGSGCL23

Jean Maillard Cynthia Gao Elahe Kalbassi Kaushik Ram Sadagopan Vedanuj Goswami Philipp Koehn Angela Fan Francisco Guzmán Small Data, Big Impact: Leveraging Minimal Data for Effective Machine Translation. 2740-2756 2023 ACL (1) https://doi.org/10.18653/v1/2023.acl-long.154 https://aclanthology.org/2023.acl-long.154 conf/acl/2023-1 db/conf/acl/acl2023-1.html#MaillardGKSGKFG23 Jürgen Döllner Salvador Merino Francisco Guzmán Javier Martínez 0001 Juan de Dios Lara Fernández Rafael Guzmán Towards Concepts for Climate and Energy-Oriented Digital Twins for Buildings. 31:1-31:9 2023 Web3D https://doi.org/10.1145/3611314.3616066 https://www.wikidata.org/entity/Q130969376 conf/vrml/2023 db/conf/vrml/web3d2023.html#DollnerCNMFG23

Seamless Communication Loïc Barrault Yu-An Chung Mariano Coria Meglioli David Dale Ning Dong Paul-Ambroise Duquenne Hady Elsahar Hongyu Gong Kevin Heffernan John Hoffman Christopher Klaiber Pengwei Li Daniel Licht Jean Maillard Alice Rakotoarison Kaushik Ram Sadagopan Guillaume Wenzek Ethan Ye Bapi Akula Peng-Jen Chen Naji El Hachem Brian Ellis Gabriel Mejia Gonzalez Justin Haaheim Prangthip Hansanti Russ Howes Bernie Huang Min-Jae Hwang Hirofumi Inaguma Somya Jain Elahe Kalbassi Amanda Kallet Ilia Kulikov Janice Lam Daniel Li 0006 Xutai Ma Ruslan Mavlyutov Benjamin N. Peloquin Mohamed Ramadan Abinesh Ramakrishnan Anna Y. Sun Kevin Tran Tuan Tran Igor Tufanov Vish Vogeti Carleigh Wood Yilin Yang Bokai Yu Pierre Andrews Can Balioglu Marta R. Costa-jussà Onur Celebi Maha Elbayad Cynthia Gao Francisco Guzmán Justine Kao Ann Lee 0001 Alexandre Mourachko Juan Pino 0001 Sravya Popuri Christophe Ropers Safiyyah Saleem Holger Schwenk Paden Tomasello Changhan Wang Jeff Wang Skyler Wang SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. 2023 abs/2308.11596 CoRR https://doi.org/10.48550/arXiv.2308.11596 https://www.wikidata.org/entity/Q121916067 db/journals/corr/corr2308.html#abs-2308-11596

Loïc Barrault Yu-An Chung Mariano Coria Meglioli David Dale Ning Dong Mark Duppenthaler Paul-Ambroise Duquenne Brian Ellis Hady Elsahar Justin Haaheim John Hoffman Min-Jae Hwang Hirofumi Inaguma Christopher Klaiber Ilia Kulikov Pengwei Li Daniel Licht Jean Maillard Ruslan Mavlyutov Alice Rakotoarison Kaushik Ram Sadagopan Abinesh Ramakrishnan Tuan Tran Guillaume Wenzek Yilin Yang Ethan Ye Ivan Evtimov Pierre Fernandez Cynthia Gao Prangthip Hansanti Elahe Kalbassi Amanda Kallet Artyom Kozhevnikov Gabriel Mejia Gonzalez Robin San Roman Christophe Touret Corinne Wong Carleigh Wood Bokai Yu Pierre Andrews Can Balioglu Peng-Jen Chen Marta R. Costa-jussà Maha Elbayad Hongyu Gong Francisco Guzmán Kevin Heffernan Somya Jain Justine Kao Ann Lee 0001 Xutai Ma Alexandre Mourachko Benjamin N. Peloquin Juan Pino 0001 Sravya Popuri Christophe Ropers Safiyyah Saleem Holger Schwenk Anna Y. Sun Paden Tomasello Changhan Wang Jeff Wang Skyler Wang Mary Williamson Seamless: Multilingual Expressive and Streaming Speech Translation. 2023 abs/2312.05187 CoRR https://doi.org/10.48550/arXiv.2312.05187 db/journals/corr/corr2312.html#abs-2312-05187

Salvador Merino Alfredo Burrieza Francisco Guzmán Javier Martínez 0001 Smart Sensorization Using Propositional Dynamic Logic. 3899 2022 22 Sensors 10 https://doi.org/10.3390/s22103899 db/journals/sensors/sensors22.html#MerinoBGM22

Naman Goyal 0001 Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjana Krishnan Marc'Aurelio Ranzato Francisco Guzmán Angela Fan The Flores-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation. 522-538 2022 10 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00474 https://www.wikidata.org/entity/Q114066560 db/journals/tacl/tacl10.html#GoyalGCCWJKRGF22

Oana Ignat Jean Maillard Vishrav Chaudhary Francisco Guzmán OCR Improves Machine Translation for Low-Resource Languages. 1164-1174 2022 ACL (Findings) https://doi.org/10.18653/v1/2022.findings-acl.92 https://aclanthology.org/2022.findings-acl.92 conf/acl/2022f db/conf/acl/acl2022f.html#IgnatMCG22 Simeng Sun Angela Fan James Cross 0003 Vishrav Chaudhary Chau Tran Philipp Koehn Francisco Guzmán Alternative Input Signals Ease Transfer in Multilingual Machine Translation. 5291-5305 2022 ACL (1) https://doi.org/10.18653/v1/2022.acl-long.363 https://aclanthology.org/2022.acl-long.363 https://www.wikidata.org/entity/Q131458681 conf/acl/2022-1 db/conf/acl/acl2022-1.html#SunFCCTKG22 Shiyue Zhang 0001 Vishrav Chaudhary Naman Goyal 0001 James Cross 0003 Guillaume Wenzek Mohit Bansal Francisco Guzmán How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training? 97-116 2022 AMTA https://aclanthology.org/2022.amta-research.8 conf/amta/2022-1 db/conf/amta/amta2022-1.html#ZhangCGCWBG22 Daniel Licht Cynthia Gao Janice Lam Francisco Guzmán Mona T. Diab Philipp Koehn Consistent Human Evaluation of Machine Translation across Language Pairs. 309-321 2022 AMTA https://aclanthology.org/2022.amta-research.24 conf/amta/2022-1 db/conf/amta/amta2022-1.html#LichtGLGDK22 Salvador Merino Francisco Guzmán Javier Martínez 0001 Rafael Guzmán Juan de Dios Lara Fernández Jürgen Döllner A Conscious, Smart Site Model for a Solar-Water Energy System. 606-623 2022 ICCSA (Workshops 1) https://doi.org/10.1007/978-3-031-10536-4_40 conf/iccsa/2022-w1 db/conf/iccsa/iccsa2022-w1.html#MerinoGMGLD22 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. 4963-4974 2022 LREC https://aclanthology.org/2022.lrec-1.530 conf/lrec/2022 db/conf/lrec/lrec2022.html#FomichevaSFZBCG22 David Ifeoluwa Adelani Md Mahfuz Ibn Alam Antonios Anastasopoulos Akshita Bhagia Marta R. Costa-jussà Jesse Dodge Fahim Faisal Christian Federmann Natalia Fedorova Francisco Guzmán Sergey Koshelev Jean Maillard Vukosi Marivate Jonathan Mbuya Alexandre Mourachko Safiyyah Saleem Holger Schwenk Guillaume Wenzek Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages. 773-800 2022 WMT https://doi.org/10.18653/v1/2022.wmt-1.72 https://aclanthology.org/2022.wmt-1.72 conf/wmt/2022 db/conf/wmt/wmt2022.html#AdelaniAABCDFFFGKMMMMSSW22 Kevin Duh Francisco Guzmán Stephen Richardson Proceedings of the 15th biennial conference of the Association for Machine Translation in the Americas (Volume 1: Research Track), AMTA 2022, Orlando, USA, September 12-16, 2022 AMTA Association for Machine Translation in the Americas 2022 https://aclanthology.org/volumes/2022.amta-research/ db/conf/amta/amta2022-1.html

Oana Ignat Jean Maillard Vishrav Chaudhary Francisco Guzmán OCR Improves Machine Translation for Low-Resource Languages. 2022 abs/2202.13274 CoRR https://arxiv.org/abs/2202.13274 db/journals/corr/corr2202.html#abs-2202-13274

Shiyue Zhang 0001 Vishrav Chaudhary Naman Goyal 0001 James Cross 0003 Guillaume Wenzek Mohit Bansal Francisco Guzmán How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training? 2022 abs/2204.14268 CoRR https://doi.org/10.48550/arXiv.2204.14268 db/journals/corr/corr2204.html#abs-2204-14268

Daniel Licht Cynthia Gao Janice Lam Francisco Guzmán Mona T. Diab Philipp Koehn Consistent Human Evaluation of Machine Translation across Language Pairs. 2022 abs/2205.08533 CoRR https://doi.org/10.48550/arXiv.2205.08533 db/journals/corr/corr2205.html#abs-2205-08533

Marta R. Costa-jussà James Cross 0003 Onur Çelebi Maha Elbayad Kenneth Heafield Kevin Heffernan Elahe Kalbassi Janice Lam Daniel Licht Jean Maillard Anna Y. Sun Skyler Wang Guillaume Wenzek Al Youngblood Bapi Akula Loïc Barrault Gabriel Mejia Gonzalez Prangthip Hansanti John Hoffman Semarley Jarrett Kaushik Ram Sadagopan Dirk Rowe Shannon Spruit Chau Tran Pierre Andrews Necip Fazil Ayan Shruti Bhosale Sergey Edunov Angela Fan Cynthia Gao Vedanuj Goswami Francisco Guzmán Philipp Koehn Alexandre Mourachko Christophe Ropers Safiyyah Saleem Holger Schwenk Jeff Wang No Language Left Behind: Scaling Human-Centered Machine Translation. 2022 abs/2207.04672 CoRR https://doi.org/10.48550/arXiv.2207.04672 db/journals/corr/corr2207.html#abs-2207-04672

Wei-Jen Ko Ahmed El-Kishky Adithya Renduchintala Vishrav Chaudhary Naman Goyal 0001 Francisco Guzmán Pascale Fung Philipp Koehn Mona T. Diab Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data. 802-812 2021 ACL/IJCNLP (1) https://doi.org/10.18653/v1/2021.acl-long.66 https://aclanthology.org/2021.acl-long.66 conf/acl/2021-1 db/conf/acl/acl2021-1.html#KoERCGGFKD20 Danni Liu Jan Niehues James Cross 0003 Francisco Guzmán Xian Li 0003 Improving Zero-Shot Translation by Disentangling Positional Information. 1259-1273 2021 ACL/IJCNLP (1) https://doi.org/10.18653/v1/2021.acl-long.101 https://aclanthology.org/2021.acl-long.101 conf/acl/2021-1 db/conf/acl/acl2021-1.html#LiuNCGL20 Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab Francisco Guzmán Luke Zettlemoyer Marjan Ghazvininejad Detecting Hallucinated Content in Conditional Neural Sequence Generation. 1393-1404 2021 ACL/IJCNLP (Findings) https://doi.org/10.18653/v1/2021.findings-acl.120 https://aclanthology.org/2021.findings-acl.120 conf/acl/2021f db/conf/acl/acl2021f.html#ZhouNGDGZG21 Jun Wang 0126 Chang Xu Francisco Guzmán Ahmed El-Kishky Yuqing Tang Benjamin I. P. Rubinstein Trevor Cohn Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning. 1463-1473 2021 ACL/IJCNLP (Findings) https://doi.org/10.18653/v1/2021.findings-acl.127 https://aclanthology.org/2021.findings-acl.127 conf/acl/2021f db/conf/acl/acl2021f.html#WangXGETRC21 Jun Wang 0126 Chang Xu Francisco Guzmán Ahmed El-Kishky Benjamin I. P. Rubinstein Trevor Cohn As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation. 4711-4717 2021 ACL/IJCNLP (Findings) https://doi.org/10.18653/v1/2021.findings-acl.415 https://aclanthology.org/2021.findings-acl.415 conf/acl/2021f db/conf/acl/acl2021f.html#WangXGERC21 Yi-Lin Tuan Ahmed El-Kishky Adithya Renduchintala Vishrav Chaudhary Francisco Guzmán Lucia Specia Quality Estimation without Human-labeled Data. 619-625 2021 EACL https://doi.org/10.18653/v1/2021.eacl-main.50 https://aclanthology.org/2021.eacl-main.50/ conf/eacl/2021 db/conf/eacl/eacl2021.html#TuanERCGS21 Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. 1351-1361 2021 EACL https://doi.org/10.18653/v1/2021.eacl-main.115 https://aclanthology.org/2021.eacl-main.115/ conf/eacl/2021 db/conf/eacl/eacl2021.html#SchwenkCSGG21 Chang Xu Jun Wang 0126 Francisco Guzmán Benjamin I. P. Rubinstein Trevor Cohn Mitigating Data Poisoning in Text Classification with Differential Privacy. 4348-4356 2021 EMNLP (Findings) https://doi.org/10.18653/v1/2021.findings-emnlp.369 https://aclanthology.org/2021.findings-emnlp.369 conf/emnlp/2021f db/conf/emnlp/emnlp2021f.html#XuWGRC21 Shuo Sun Ahmed El-Kishky Vishrav Chaudhary James Cross 0003 Lucia Specia Francisco Guzmán Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications. 5865-5875 2021 EMNLP (1) https://doi.org/10.18653/v1/2021.emnlp-main.474 https://aclanthology.org/2021.emnlp-main.474 conf/emnlp/2021-1 db/conf/emnlp/emnlp2021-1.html#SunECCSG21 Ahmed El-Kishky Adithya Renduchintala James Cross 0003 Francisco Guzmán Philipp Koehn XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment. 10424-10430 2021 EMNLP (1) https://doi.org/10.18653/v1/2021.emnlp-main.814 https://aclanthology.org/2021.emnlp-main.814 conf/emnlp/2021-1 db/conf/emnlp/emnlp2021-1.html#El-KishkyRCGK21 Kevin Duh Francisco Guzmán Proceedings of the 18th Biennial Machine Translation Summit (Volume 1: Research Track). 2021 MTSummit (1) https://aclanthology.org/2021.mtsummit-research.0 conf/mtsummit/2021-1 db/conf/mtsummit/mtsummit2021-1.html#DuhG21 Guillaume Wenzek Vishrav Chaudhary Angela Fan Sahir Gomez Naman Goyal 0001 Somya Jain Douwe Kiela Tristan Thrush Francisco Guzmán Findings of the WMT 2021 Shared Task on Large-Scale Multilingual Machine Translation. 89-99 2021 WMT@EMNLP https://aclanthology.org/2021.wmt-1.2 conf/wmt/2021 db/conf/wmt/wmt2021.html#WenzekCFGGJKTG21 Chang Xu Jun Wang 0126 Yuqing Tang Francisco Guzmán Benjamin I. P. Rubinstein Trevor Cohn A Targeted Attack on Black-Box Neural Machine Translation with Parallel Data Poisoning. 3638-3650 2021 WWW https://doi.org/10.1145/3442381.3450034 conf/www/2021 db/conf/www/www2021.html#XuWTGRC21 Kevin Duh Francisco Guzmán Stephen Richardson Proceedings of the 18th Biennial Machine Translation Summit - Volume 1: Research Track, MTSummit 2021 Virtual, August 16-20, 2021 MTSummit (1) 2021 Association for Machine Translation in the Americas https://aclanthology.org/volumes/2021.mtsummit-research/ db/conf/mtsummit/mtsummit2021-1.html

Yi-Lin Tuan Ahmed El-Kishky Adithya Renduchintala Vishrav Chaudhary Francisco Guzmán Lucia Specia Quality Estimation without Human-labeled Data. 2021 abs/2102.04020 CoRR https://arxiv.org/abs/2102.04020 db/journals/corr/corr2102.html#abs-2102-04020

Ahmed El-Kishky Adi Renduchintala James Cross 0003 Francisco Guzmán Philipp Koehn XLEnt: Mining a Large Cross-lingual Entity Dataset with Lexical-Semantic-Phonetic Word Alignment. 2021 abs/2104.08597 CoRR https://arxiv.org/abs/2104.08597 db/journals/corr/corr2104.html#abs-2104-08597

Naman Goyal 0001 Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjana Krishnan Marc'Aurelio Ranzato Francisco Guzmán Angela Fan The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation. 2021 abs/2106.03193 CoRR https://arxiv.org/abs/2106.03193 db/journals/corr/corr2106.html#abs-2106-03193

Hongyu Gong Vishrav Chaudhary Yuqing Tang Francisco Guzmán LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models. 2021 abs/2106.03379 CoRR https://arxiv.org/abs/2106.03379 db/journals/corr/corr2106.html#abs-2106-03379

Jun Wang 0126 Chang Xu Francisco Guzmán Ahmed El-Kishky Yuqing Tang Benjamin I. P. Rubinstein Trevor Cohn Putting words into the system's mouth: A targeted attack on neural machine translation using monolingual data poisoning. 2021 abs/2107.05243 CoRR https://arxiv.org/abs/2107.05243 db/journals/corr/corr2107.html#abs-2107-05243

Jun Wang 0126 Chang Xu Francisco Guzmán Ahmed El-Kishky Benjamin I. P. Rubinstein Trevor Cohn As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation. 2021 abs/2107.08357 CoRR https://arxiv.org/abs/2107.08357 db/journals/corr/corr2107.html#abs-2107-08357

Shuo Sun Ahmed El-Kishky Vishrav Chaudhary James Cross 0003 Francisco Guzmán Lucia Specia Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications. 2021 abs/2109.08627 CoRR https://arxiv.org/abs/2109.08627 db/journals/corr/corr2109.html#abs-2109-08627

Simeng Sun Angela Fan James Cross 0003 Vishrav Chaudhary Chau Tran Philipp Koehn Francisco Guzmán Alternative Input Signals Ease Transfer in Multilingual Machine Translation. 2021 abs/2110.07804 CoRR https://arxiv.org/abs/2110.07804 db/journals/corr/corr2110.html#abs-2110-07804

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. 539-555 2020 8 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00330 db/journals/tacl/tacl8.html#FomichevaSYBGFA20

Marina Fomicheva Lucia Specia Francisco Guzmán Multi-Hypothesis Machine Translation Evaluation. 1218-1232 2020 ACL https://doi.org/10.18653/v1/2020.acl-main.113 https://aclanthology.org/2020.acl-main.113/ conf/acl/2020 db/conf/acl/acl2020.html#FomichevaSG20 Shuo Sun Francisco Guzmán Lucia Specia Are we Estimating or Guesstimating Translation Quality? 6262-6267 2020 ACL https://doi.org/10.18653/v1/2020.acl-main.558 https://aclanthology.org/2020.acl-main.558/ conf/acl/2020 db/conf/acl/acl2020.html#SunGS20 Alexis Conneau Kartikay Khandelwal Naman Goyal 0001 Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov Unsupervised Cross-lingual Representation Learning at Scale. 8440-8451 2020 ACL https://doi.org/10.18653/v1/2020.acl-main.747 https://aclanthology.org/2020.acl-main.747/ https://www.wikidata.org/entity/Q109615827 conf/acl/2020 db/conf/acl/acl2020.html#ConneauKGCWGGOZ20 Antonios Anastasopoulos Alessandro Cattelan Zi-Yi Dou Marcello Federico Christian Federmann Dmitriy Genzel Francisco Guzmán Junjie Hu 0001 Macduff Hughes Philipp Koehn Rosie Lazar William Lewis Graham Neubig Mengmeng Niu Alp Öktem Eric Paquin Grace Tang Sylwia Tur TICO-19: the Translation Initiative for COvid-19. 2020 NLP4COVID@EMNLP https://doi.org/10.18653/v1/2020.nlpcovid19-2.5 conf/emnlp/2020covid db/conf/emnlp/covid2020.html#AnastasopoulosC20 Ahmed El-Kishky Vishrav Chaudhary Francisco Guzmán Philipp Koehn CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs. 5960-5969 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.480 https://aclanthology.org/2020.emnlp-main.480/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#El-KishkyCGK20 Shuo Sun Marina Fomicheva Frédéric Blain Vishrav Chaudhary Ahmed El-Kishky Adithya Renduchintala Francisco Guzmán Lucia Specia An Exploratory Study on Multilingual Quality Estimation. 366-377 2020 AACL/IJCNLP https://doi.org/10.18653/v1/2020.aacl-main.39 https://aclanthology.org/2020.aacl-main.39/ conf/ijcnlp/2020 db/conf/ijcnlp/ijcnlp2020.html#SunFBCERGS20 Ahmed El-Kishky Francisco Guzmán Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance. 616-625 2020 AACL/IJCNLP https://doi.org/10.18653/v1/2020.aacl-main.62 https://aclanthology.org/2020.aacl-main.62/ conf/ijcnlp/2020 db/conf/ijcnlp/ijcnlp2020.html#El-KishkyG20 Guillaume Wenzek Marie-Anne Lachaux Alexis Conneau Vishrav Chaudhary Francisco Guzmán Armand Joulin Edouard Grave CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data. 4003-4012 2020 LREC https://aclanthology.org/2020.lrec-1.494/ conf/lrec/2020 db/conf/lrec/lrec2020.html#WenzekLCCGJG20 Lucia Specia Zhenhao Li 0003 Juan Miguel Pino Vishrav Chaudhary Francisco Guzmán Graham Neubig Nadir Durrani Yonatan Belinkov Philipp Koehn Hassan Sajjad 0001 Paul Michel Xian Li 0003 Findings of the WMT 2020 Shared Task on Machine Translation Robustness. 76-91 2020 WMT@EMNLP https://doi.org/10.18653/v1/2020.wmt-1.4 https://aclanthology.org/2020.wmt-1.4/ conf/wmt/2020 db/conf/wmt/wmt2020.html#SpeciaLPCGNDBKS20 Philipp Koehn Vishrav Chaudhary Ahmed El-Kishky Naman Goyal 0001 Peng-Jen Chen Francisco Guzmán Findings of the WMT 2020 Shared Task on Parallel Corpus Filtering and Alignment. 726-742 2020 WMT@EMNLP https://doi.org/10.18653/v1/2020.wmt-1.78 https://aclanthology.org/2020.wmt-1.78/ conf/wmt/2020 db/conf/wmt/wmt2020.html#KoehnCEGCG20 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. 743-764 2020 WMT@EMNLP https://doi.org/10.18653/v1/2020.wmt-1.79 https://aclanthology.org/2020.wmt-1.79/ conf/wmt/2020 db/conf/wmt/wmt2020.html#SpeciaBFFCGM20 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. 1010-1017 2020 WMT@EMNLP https://doi.org/10.18653/v1/2020.wmt-1.116 https://aclanthology.org/2020.wmt-1.116/ conf/wmt/2020 db/conf/wmt/wmt2020.html#FomichevaSYBCFG20

Ahmed El-Kishky Francisco Guzmán Massively Multilingual Document Alignment with Cross-lingual Sentence-Mover's Distance. 2020 abs/2002.00761 CoRR https://arxiv.org/abs/2002.00761 db/journals/corr/corr2002.html#abs-2002-00761

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. 2020 abs/2005.10608 CoRR https://arxiv.org/abs/2005.10608 db/journals/corr/corr2005.html#abs-2005-10608

Antonios Anastasopoulos Alessandro Cattelan Zi-Yi Dou Marcello Federico Christian Federmann Dmitriy Genzel Francisco Guzmán Junjie Hu 0001 Macduff Hughes Philipp Koehn Rosie Lazar William Lewis Graham Neubig Mengmeng Niu Alp Öktem Eric Paquin Grace Tang Sylwia Tur TICO-19: the Translation Initiative for Covid-19. 2020 abs/2007.01788 CoRR https://arxiv.org/abs/2007.01788 db/journals/corr/corr2007.html#abs-2007-01788

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. 2020 abs/2010.04480 CoRR https://arxiv.org/abs/2010.04480 db/journals/corr/corr2010.html#abs-2010-04480

Chang Xu Jun Wang 0126 Yuqing Tang Francisco Guzmán Benjamin I. P. Rubinstein Trevor Cohn Targeted Poisoning Attacks on Black-Box Neural Machine Translation. 2020 abs/2011.00675 CoRR https://arxiv.org/abs/2011.00675 db/journals/corr/corr2011.html#abs-2011-00675

Danni Liu Jan Niehues James Cross 0003 Francisco Guzmán Xian Li 0003 Improving Zero-Shot Translation by Disentangling Positional Information. 2020 abs/2012.15127 CoRR https://arxiv.org/abs/2012.15127 db/journals/corr/corr2012.html#abs-2012-15127

Shaomei Wu Lindsay Reynolds Xian Li 0003 Francisco Guzmán Design and Evaluation of a Social Media Writing Support Tool for People with Dyslexia. 516 2019 CHI https://doi.org/10.1145/3290605.3300746 conf/chi/2019 db/conf/chi/chi2019.html#WuRLG19 Francisco Guzmán Peng-Jen Chen Myle Ott Juan Miguel Pino Guillaume Lample Philipp Koehn Vishrav Chaudhary Marc'Aurelio Ranzato The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English. 6097-6110 2019 EMNLP/IJCNLP (1) https://doi.org/10.18653/v1/D19-1632 conf/emnlp/2019-1 db/conf/emnlp/emnlp2019-1.html#GuzmanCOPLKCR19 Philipp Koehn Francisco Guzmán Vishrav Chaudhary Juan Miguel Pino Findings of the WMT 2019 Shared Task on Parallel Corpus Filtering for Low-Resource Conditions. 54-72 2019 WMT (3) https://doi.org/10.18653/v1/w19-5404 https://aclanthology.org/W19-5404/ conf/wmt/2019-3 db/conf/wmt/wmt2019-3.html#KoehnGCP19 Vishrav Chaudhary Yuqing Tang Francisco Guzmán Holger Schwenk Philipp Koehn Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings. 261-266 2019 WMT (3) https://doi.org/10.18653/v1/w19-5435 https://aclanthology.org/W19-5435/ conf/wmt/2019-3 db/conf/wmt/wmt2019-3.html#ChaudharyTGSK19

Francisco Guzmán Peng-Jen Chen Myle Ott Juan Miguel Pino Guillaume Lample Philipp Koehn Vishrav Chaudhary Marc'Aurelio Ranzato Two New Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English. 2019 abs/1902.01382 CoRR http://arxiv.org/abs/1902.01382 db/journals/corr/corr1902.html#abs-1902-01382

Vishrav Chaudhary Yuqing Tang Francisco Guzmán Holger Schwenk Philipp Koehn Low-Resource Corpus Filtering using Multilingual Sentence Embeddings. 2019 abs/1906.08885 CoRR http://arxiv.org/abs/1906.08885 db/journals/corr/corr1906.html#abs-1906-08885

Holger Schwenk Vishrav Chaudhary Shuo Sun Hongyu Gong Francisco Guzmán WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. 2019 abs/1907.05791 CoRR http://arxiv.org/abs/1907.05791 db/journals/corr/corr1907.html#abs-1907-05791

Guillaume Wenzek Marie-Anne Lachaux Alexis Conneau Vishrav Chaudhary Francisco Guzmán Armand Joulin Edouard Grave CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data. 2019 abs/1911.00359 CoRR http://arxiv.org/abs/1911.00359 db/journals/corr/corr1911.html#abs-1911-00359

Alexis Conneau Kartikay Khandelwal Naman Goyal 0001 Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov Unsupervised Cross-lingual Representation Learning at Scale. 2019 abs/1911.02116 CoRR http://arxiv.org/abs/1911.02116 db/journals/corr/corr1911.html#abs-1911-02116

Ahmed El-Kishky Vishrav Chaudhary Francisco Guzmán Philipp Koehn A Massive Collection of Cross-Lingual Web-Document Pairs. 2019 abs/1911.06154 CoRR http://arxiv.org/abs/1911.06154 db/journals/corr/corr1911.html#abs-1911-06154

Shafiq R. Joty Francisco Guzmán Lluís Màrquez Preslav Nakov DiscoTK: Using Discourse Structure for Machine Translation Evaluation. 2019 abs/1911.12547 CoRR http://arxiv.org/abs/1911.12547 db/journals/corr/corr1911.html#abs-1911-12547

Francisco Guzmán Lluís Màrquez Preslav Nakov Machine Translation Evaluation Meets Community Question Answering. 2019 abs/1912.02998 CoRR http://arxiv.org/abs/1912.02998 db/journals/corr/corr1912.html#abs-1912-02998

Francisco Guzmán Shafiq R. Joty Lluís Màrquez Preslav Nakov Pairwise Neural Machine Translation Evaluation. 2019 abs/1912.03135 CoRR http://arxiv.org/abs/1912.03135 db/journals/corr/corr1912.html#abs-1912-03135

Salvador Merino Francisco José Sánchez Mariano Sidrach de Cardona Francisco Guzmán Rafael Guzmán Javier Martínez 0001 Pedro Juan Sotorrio-Ruiz Optimization of energy distribution in solar panel array configurations by graphs and Minkowski's paths. 48-58 2018 319 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2017.01.044 db/journals/amc/amc319.html#MerinoSCGGMS18

Shafiq R. Joty Francisco Guzmán Lluís Màrquez Preslav Nakov Discourse Structure in Machine Translation Evaluation. 2017 43 Comput. Linguistics 4 https://doi.org/10.1162/COLI_a_00298 db/journals/coling/coling43.html#JotyGMN17

Francisco Guzmán Shafiq R. Joty Lluís Màrquez Preslav Nakov Machine translation evaluation with neural networks. 180-200 2017 45 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2016.12.005 https://www.wikidata.org/entity/Q57729189 db/journals/csl/csl45.html#GuzmanJMN17

Noora Al Emadi Sofiane Abbar Javier Borge-Holthoefer Francisco Guzmán Fabrizio Sebastiani 0001 QT2S: A System for Monitoring Road Traffic Via Fine Grounding of Tweets. 456-459 2017 ICWSM https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15611 conf/icwsm/2017 db/conf/icwsm/icwsm2017.html#EmadiABGS17

Noora Al Emadi Sofiane Abbar Javier Borge-Holthoefer Francisco Guzmán Fabrizio Sebastiani 0001 QT2S: A System for Monitoring Road Traffic via Fine Grounding of Tweets. 2017 abs/1703.04280 CoRR http://arxiv.org/abs/1703.04280 db/journals/corr/corr1703.html#EmadiABGS17

Shafiq R. Joty Francisco Guzmán Lluís Màrquez Preslav Nakov Discourse Structure in Machine Translation Evaluation. 2017 abs/1710.01504 CoRR http://arxiv.org/abs/1710.01504 db/journals/corr/corr1710.html#abs-1710-01504

Francisco Guzmán Shafiq R. Joty Lluís Màrquez Preslav Nakov Machine Translation Evaluation with Neural Networks. 2017 abs/1710.02095 CoRR http://arxiv.org/abs/1710.02095 db/journals/corr/corr1710.html#abs-1710-02095

Francisco Guzmán Lluís Màrquez Preslav Nakov Machine Translation Evaluation Meets Community Question Answering. 2016 ACL (2) https://doi.org/10.18653/v1/p16-2075 https://aclanthology.org/P16-2075/ conf/acl/2016-2 db/conf/acl/acl2016-2.html#GuzmanMN16 Hassan Sajjad 0001 Francisco Guzmán Stephan Vogel An Empirical Study: Post-editing Effort for English to Arabic Hybrid Machine Translation. 92-113 2016 AMTA (2) https://aclanthology.org/2016.amta-users.9 conf/amta/2016-2 db/conf/amta/amta2016-2.html#SajjadGV16 Francisco Guzmán Houda Bouamor Ramy Baly Nizar Habash Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings. 1398-1408 2016 COLING https://aclanthology.org/C16-1132/ conf/coling/2016 db/conf/coling/coling2016.html#GuzmanBBH16 Preslav Nakov Lluís Màrquez Francisco Guzmán It Takes Three to Tango: Triangulation Approach to Answer Ranking in Community Question Answering. 1586-1597 2016 EMNLP https://doi.org/10.18653/v1/d16-1165 https://aclanthology.org/D16-1165/ conf/emnlp/2016 db/conf/emnlp/emnlp2016.html#NakovMG16 Ahmed Abdelali Nadir Durrani Francisco Guzmán iAppraise: A Manual Machine Translation Evaluation Environment Supporting Eye-tracking. 17-21 2016 HLT-NAACL Demos https://doi.org/10.18653/v1/n16-3004 https://aclanthology.org/N16-3004/ conf/naacl/2016d db/conf/naacl/naacl2016d.html#AbdelaliDG16 Hassan Sajjad 0001 Francisco Guzmán Nadir Durrani Ahmed Abdelali Houda Bouamor Irina P. Temnikova Stephan Vogel Eyes Don't Lie: Predicting Machine Translation Quality Using Eye Movement. 1082-1088 2016 HLT-NAACL https://doi.org/10.18653/v1/n16-1125 https://aclanthology.org/N16-1125/ conf/naacl/2016 db/conf/naacl/naacl2016.html#SajjadGDABTV16 Francisco Guzmán Preslav Nakov Lluís Màrquez MTE-NN at SemEval-2016 Task 3: Can Machine Translation Evaluation Help Community Question Answering? 887-895 2016 SemEval@NAACL-HLT https://doi.org/10.18653/v1/s16-1137 https://aclanthology.org/S16-1137/ conf/semeval/2016 db/conf/semeval/semeval2016.html#GuzmanNM16

Hassan Sajjad 0001 Nadir Durrani Francisco Guzmán Preslav Nakov Ahmed Abdelali Stephan Vogel Wael Salloum Ahmed El Kholy Nizar Habash Egyptian Arabic to English Statistical Machine Translation System for NIST OpenMT'2015. 2016 abs/1606.05759 CoRR http://arxiv.org/abs/1606.05759 db/journals/corr/corr1606.html#SajjadDGNAVSKH16

Salvador Merino Javier Martínez 0001 Francisco Guzmán Metadomotic optimization using genetic algorithms. 170-178 2015 267 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2015.04.029 db/journals/amc/amc267.html#MerinoMG15

Francisco Guzmán Shafiq R. Joty Lluís Màrquez Preslav Nakov Pairwise Neural Machine Translation Evaluation. 805-814 2015 ACL (1) https://doi.org/10.3115/v1/p15-1078 https://aclanthology.org/P15-1078/ conf/acl/2015-1 db/conf/acl/acl2015-1.html#GuzmanJMN15 Francisco Guzmán Preslav Nakov Stephan Vogel Analyzing Optimization for Statistical Machine Translation: MERT Learns Verbosity, PRO Learns Length. 62-72 2015 CoNLL https://doi.org/10.18653/v1/k15-1007 https://aclanthology.org/K15-1007/ conf/conll/2015 db/conf/conll/conll2015.html#GuzmanNV15 Ahmed Abdelali Ahmed M. Ali 0002 Francisco Guzmán Felix Stahlberg Stephan Vogel Yifan Zhang QAT<sup>2</sup> - the QCRI advanced transcription and translation system. 726-727 2015 INTERSPEECH https://www.isca-speech.org/archive/interspeech_2015/abdelali15_interspeech.html conf/interspeech/2015 db/conf/interspeech/interspeech2015.html#AbdelaliAGSVZ15 Francisco Guzmán Ahmed Abdelali Irina P. Temnikova Hassan Sajjad 0001 Stephan Vogel How do Humans Evaluate Machine Translation. 457-466 2015 WMT@EMNLP https://doi.org/10.18653/v1/w15-3059 https://aclanthology.org/W15-3059/ conf/wmt/2015 db/conf/wmt/wmt2015.html#GuzmanATSV15 Francisco Guzmán Shafiq R. Joty Lluís Màrquez Preslav Nakov Using Discourse Structure Improves Machine Translation Evaluation. 687-698 2014 ACL (1) https://doi.org/10.3115/v1/p14-1065 https://aclanthology.org/P14-1065/ conf/acl/2014-1 db/conf/acl/acl2014-1.html#GuzmanJMN14 Francisco Guzmán Shafiq R. Joty Lluís Màrquez Alessandro Moschitti Preslav Nakov Massimo Nicosia Learning to Differentiate Better from Worse Translations. 214-220 2014 EMNLP https://doi.org/10.3115/v1/d14-1027 https://aclanthology.org/D14-1027/ conf/emnlp/2014 db/conf/emnlp/emnlp2014.html#GuzmanJMMNN14 Dean Jansen Aleli Alcala Francisco Guzmán Amara: A Sustainable, Global Solution for Accessibility, Powered by Communities of Volunteers. 401-411 2014 HCI (7) https://doi.org/10.1007/978-3-319-07509-9_38 conf/hci/2014-7 db/conf/hci/hci2014-7.html#JansenAG14 Ahmed Abdelali Francisco Guzmán Hassan Sajjad 0001 Stephan Vogel The AMARA Corpus: Building Parallel Language Resources for the Educational Domain. 1856-1862 2014 LREC http://www.lrec-conf.org/proceedings/lrec2014/summaries/877.html conf/lrec/2014 db/conf/lrec/lrec2014.html#AbdelaliGSV14 Shafiq R. Joty Francisco Guzmán Lluís Màrquez Preslav Nakov DiscoTK: Using Discourse Structure for Machine Translation Evaluation. 402-408 2014 WMT@ACL https://doi.org/10.3115/v1/w14-3352 https://aclanthology.org/W14-3352/ conf/wmt/2014 db/conf/wmt/wmt2014.html#JotyGMN14

Mario J. Durán Federico Barrero Ana Pozo-Ruz Francisco Guzmán José Fernández Hugo Guzman Understanding Power Electronics and Electrical Machines in Multidisciplinary Wind Energy Conversion System Courses. 174-182 2013 56 IEEE Trans. Educ. 2 https://doi.org/10.1109/TE.2012.2207119 db/journals/te/te56.html#DuranBPGFG13

Preslav Nakov Francisco Guzmán Stephan Vogel A Tale about PRO and Monsters. 12-17 2013 ACL (2) https://aclanthology.org/P13-2003/ conf/acl/2013-2 db/conf/acl/acl2013-2.html#NakovGV13 Francisco Guzmán Hassan Sajjad 0001 Stephan Vogel Ahmed Abdelali The AMARA corpus: building resources for translating the web's educational content. 2013 IWSLT https://aclanthology.org/2013.iwslt-papers.2 conf/iwslt/2013 db/conf/iwslt/iwslt2013.html#GuzmanSVA13 Hassan Sajjad 0001 Francisco Guzmán Preslav Nakov Ahmed Abdelali Kenton Murray Fahad Al-Obaidli Stephan Vogel QCRI at IWSLT 2013: experiments in Arabic-English and English-Arabic spoken language translation. 2013 IWSLT (Evaluation Campaign) https://aclanthology.org/2013.iwslt-evaluation.8 conf/iwslt/2013eval db/conf/iwslt/iwslt2013eval.html#SajjadGNAMAV13 Preslav Nakov Fahad Al-Obaidli Francisco Guzmán Stephan Vogel Parameter Optimization for Statistical Machine Translation: It Pays to Learn from Hard Examples. 504-510 2013 RANLP https://aclanthology.org/R13-1066/ conf/ranlp/2013 db/conf/ranlp/ranlp2013.html#NakovOGV13 Francisco Guzmán Stephan Vogel Understanding the Performance of Statistical MT Systems: A Linear Regression Framework. 1029-1044 2012 COLING https://aclanthology.org/C12-1063/ conf/coling/2012 db/conf/coling/coling2012.html#GuzmanV12 Preslav Nakov Francisco Guzmán Stephan Vogel Optimizing for Sentence-Level BLEU+1 Yields Short Translations. 1979-1994 2012 COLING https://aclanthology.org/C12-1121/ conf/coling/2012 db/conf/coling/coling2012.html#NakovGV12 Francisco Guzmán Preslav Nakov Ahmed Thabet Stephan Vogel QCRI at WMT12: Experiments in Spanish-English and German-English Machine Translation of News Text. 298-303 2012 WMT@NAACL-HLT https://aclanthology.org/W12-3136/ conf/wmt/2012 db/conf/wmt/wmt2012.html#GuzmanNTV12 Qin Gao Francisco Guzmán Stephan Vogel EMDC: A Semi-supervised Approach for Word Alignment. 349-357 2010 COLING https://aclanthology.org/C10-1040/ conf/coling/2010 db/conf/coling/coling2010.html#GaoGV10 Francisco Guzmán Qin Gao Stephan Vogel Reassessment of the Role of Phrase Extraction in PBSMT. 2009 MTSummit https://aclanthology.org/2009.mtsummit-papers.5 conf/mtsummit/2009 db/conf/mtsummit/mtsummit2009.html#GuzmanGV09 Francisco Guzmán Leonardo Garrido Translation Paraphrases in Phrase-Based Machine Translation. 388-398 2008 conf/cicling/2008 CICLing https://doi.org/10.1007/978-3-540-78135-6_33 db/conf/cicling/cicling2008.html#GuzmanG08 Sofiane Abbar Ahmed Abdelali David Ifeoluwa Adelani Evans Kofi Agyei Bapi Akula Fahad Al-Obaidli Md Mahfuz Ibn Alam Aleli Alcala Nikolaos Aletras Ahmed Ali 0002Ahmed M. Ali 0002 Antonios Anastasopoulos Pierre Andrews Punit Arani Abdullah Arif Anish Athalye Necip Fazil Ayan Can Balioglu Ramy Baly Lucas Bandarkar Mohit Bansal Loïc Barrault Federico Barrero Yonatan Belinkov Akshita Bhagia Sahil Bhaiwala Shruti Bhosale Frédéric Blain Nasim Borazjanizadeh Javier Borge-Holthoefer Houda Bouamor Alfredo Burrieza Mariano Sidrach de Cardona Alessandro Cattelan Onur CelebiOnur Çelebi Ronak Chaudhary Vishrav Chaudhary Peng-Jen Chen Yu-An Chung Trevor Cohn Seamless Communication Alexis Conneau Marta R. Costa-jussà James Cross 0003 David Dale Samuel Eshun Danquah Asrith Devalaraju Mona T. Diab Jesse Dodge Jürgen Döllner Ning Dong Zi-Yi Dou Markus Dücker Kevin Duh Mark Duppenthaler Paul-Ambroise Duquenne Mario J. Durán Nadir Durrani Sergey Edunov Ahmed El-Kishky Maha Elbayad Brian Ellis Hady ElSaharHady Elsahar Noora Al Emadi Ray Epps Ivan Evtimov Fahim Faisal Angela Fan Marcello Federico Christian Federmann Natalia Fedorova José Fernández Juan de Dios Lara Fernández Pierre Fernandez Mark Fishel Marina Fomicheva Erick Rocha FonsecaErick R. Fonseca Pascale Fung Saadia Gabriel Cynthia Gao Qin Gao Leonardo Garrido Dmitriy Genzel Marjan Ghazvininejad Guram Gogia Hui Wen Goh Sahir Gomez Hongyu Gong Erick Rosas Gonzalez Gabriel Mejia Gonzalez Vedanuj Goswami Naman Goyal 0001 Edouard Grave Jiatao Gu Hugo Guzman Rafael Guzmán Justin Haaheim Nizar Habash Naji El Hachem Prangthip Hansanti Kenneth Heafield Kevin Heffernan John Hoffman Russ Howes Junjie Hu 0001 Po-Yao Huang 0001Bernie Huang Macduff Hughes Min-Jae Hwang Oana Ignat Hirofumi Inaguma Sheriff Issaka Somya Jain Dean Jansen Semarley Jarrett Shafiq R. Joty Armand Joulin Da Ju Elahe Kalbassi Amanda Kallet Justine Kao Vijay Karumathil Kartikay Khandelwal Ahmed El Kholy Douwe Kiela Christopher Klaiber Wei-Jen Ko Philipp Koehn Sergey Koshelev Artyom Kozhevnikov Sanjana Krishnan Ilia Kulikov Vaibhav Kumar Marie-Anne Lachaux Janice Lam Guillaume Lample Elaine Lau Rosie Lazar Ann Lee 0001 William Lewis Daniel Li 0006 Pengwei Li Xian Li 0003 Zhenhao Li 0003 Daniel Licht Danni Liu Lieqi Liu Yi Liu Nina Lopatina Xutai Ma Jean Maillard Vukosi Marivate Lluís Màrquez Javier Martínez 0001 André F. T. Martins Ruslan Mavlyutov Jonathan Mbuya Mariano Coria Meglioli Salvador Merino Paul Michel Scott Millslagle Alessandro Moschitti Alexandre Mourachko Jonas Mueller 0001Jonas W. Mueller Kenton Murray Preslav Nakov Haemi Nam Graham Neubig Massimo Nicosia Jan Niehues Mengmeng Niu Curtis G. Northcutt Alp Öktem Myle Ott Eric Paquin Benjamin N. Peloquin Nanyun Peng 0001 Juan Pino 0001Juan Miguel Pino Andreas Plesner Sravya Popuri Ana Pozo-Ruz Saed Qunbar Alice Rakotoarison Mohamed Ramadan Abinesh Ramakrishnan Marc'Aurelio Ranzato Adithya RenduchintalaAdi Renduchintala Lindsay Reynolds Stephen Richardson Christophe Ropers Dirk Rowe Benjamin I. P. Rubinstein Kaushik Ram Sadagopan Hassan Sajjad 0001 Safiyyah Saleem Wael Salloum Robin San-RomanRobin San Roman Francisco José Sánchez Varsha Sandadi Collin Schweiker Holger Schwenk Fabrizio Sebastiani 0001 Pedro Juan Sotorrio-Ruiz Lucia Specia Shannon Spruit Felix Stahlberg Veselin Stoyanov Anna Y. Sun Shuo Sun Simeng Sun Grace Tang Yuqing Tang Irina P. Temnikova Ahmed Thabet Tristan Thrush Ulyana Tkachenko Paden Tomasello Christophe Touret Chau Tran Kevin Tran Tuan Tran Yi-Lin Tuan Igor Tufanov Sylwia Tur Stephan Vogel Vish Vogeti Changhan Wang Jeff Wang Jun Wang 0126 Skyler Wang Rosemary Wei Guillaume Wenzek Mary Williamson Corinne Wong Carleigh Wood Shaomei Wu Chang Xu Yilin Yang Lisa Yankovskaya Ethan Ye Al Youngblood Bokai Yu Chrysoula Zerva Luke Zettlemoyer Shiyue Zhang 0001 Yifan Zhang Chunting Zhou