José G. C. de Souza

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Quality Estimation

Automatically Generate

Top Venues

ACL (System Demonstrations)

Publications

Duarte M. Alves, José Pombal, Nuno Miguel Guerreiro, Pedro Henrique Martins, João Alves, M. Amin Farajian, Ben Peters, Ricardo Rei, Patrick Fernandes, Sweta Agrawal, Pierre Colombo, José G. C. de Souza, André F. T. Martins
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks. CoRR (2024)
Gonçalo Rui Alves Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José G. C. de Souza, André F. T. Martins
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation. CoRR (2024)
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 Martins
Findings of the WMT 2023 Shared Task on Quality Estimation. WMT (2023)
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. CoRR (2023)
Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. Trans. Assoc. Comput. Linguistics 11 (2023)
Duarte M. Alves, Nuno Miguel Guerreiro, João Alves, José Pombal, Ricardo Rei, José G. C. de Souza, Pierre Colombo, André F. T. Martins
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. CoRR (2023)
Ricardo Rei, Nuno Miguel Guerreiro, José Pombal, Daan van Stigt, Marcos V. Treviso, Luísa Coheur, José G. C. de Souza, André F. T. Martins
Scaling up COMETKIWI: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. CoRR (2023)
António Farinhas, José G. C. de Souza, André F. T. Martins
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models. CoRR (2023)
Ricardo Rei, Nuno M. Guerreiro, José Pombal, Daan van Stigt, Marcos V. Treviso, Luísa Coheur, José G. C. de Souza, André Martins
Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. WMT (2023)
Pedro Henrique Martins, João Alves, Tânia Vaz, Madalena Gonçalves, Beatriz Silva, Marianna Buchicchio, José G. C. de Souza, André F. T. Martins
Empirical Assessment of kNN-MT for Real-World Translation Scenarios. EAMT (2023)
Duarte M. Alves, Ricardo Rei, Ana C. Farinha, José G. C. de Souza, André F. T. Martins
Robust MT Evaluation with Sentence-level Multilingual Augmentation. WMT (2022)
João Alves, Pedro Henrique Martins, José G. C. de Souza, M. Amin Farajian, André F. T. Martins
Unbabel-IST at the WMT Chat Translation Shared Task. WMT (2022)
Patrick Fernandes, António Farinhas, Ricardo Rei, José G. C. de Souza, Perez Ogayo, Graham Neubig, André F. T. Martins
Quality-Aware Decoding for Neural Machine Translation. CoRR (2022)
Anabela Barreiro, José G. C. de Souza, Albert Gatt, Mehul Bhatt, Elena Lloret, Aykut Erdem, Dimitra Gkatzia, Helena Moniz, Irene Russo, Fábio N. Kepler, Iacer Calixto, Marcin Paprzycki, François Portet, Isabelle Augenstein, Mirela Alhasani
Multi3Generation: Multitask, Multilingual, Multimodal Language Generation. EAMT (2022)
Ricardo Rei, Marcos V. Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C. Farinha, Christine Maroti, José G. C. de Souza, Taisiya Glushkova, Duarte M. Alves, Luísa Coheur, Alon Lavie, André F. T. Martins
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. WMT (2022)
José G. C. de Souza, Ricardo Rei, Ana C. Farinha, Helena Moniz, André F. T. Martins
QUARTZ: Quality-Aware Machine Translation. EAMT (2022)
Ricardo Rei, Marcos V. Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C. Farinha, Christine Maroti, José G. C. de Souza, Taisiya Glushkova, Duarte M. Alves, Alon Lavie, Luísa Coheur, André F. T. Martins
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. CoRR (2022)
Ana C. Farinha, M. Amin Farajian, Marianna Buchicchio, Patrick Fernandes, José G. C. de Souza, Helena Moniz, André F. T. Martins
Findings of the WMT 2022 Shared Task on Chat Translation. WMT (2022)
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)
Ricardo Rei, José G. C. de Souza, Duarte M. Alves, Chrysoula Zerva, Ana C. Farinha, Taisiya Glushkova, Alon Lavie, Luísa Coheur, André F. T. Martins
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task. WMT (2022)
Ricardo Rei, Ana C. Farinha, José G. C. de Souza, Pedro G. Ramos, André F. T. Martins, Luísa Coheur, Alon Lavie
Searching for COMETINHO: The Little Metric That Could. EAMT (2022)
Chrysoula Zerva, Daan van Stigt, Ricardo Rei, Ana C. Farinha, Pedro Ramos, José G. C. de Souza, Taisiya Glushkova, Miguel Vera, Fábio N. Kepler, André F. T. Martins
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task. WMT@EMNLP (2021)
Nicola Ueffing, José G. C. de Souza, Gregor Leusch
Quality Estimation for Automatically Generated Titles of eCommerce Browse Pages. NAACL-HLT (3) (2018)
Shahab Jalalvand, Matteo Negri, Marco Turchi, José G. C. de Souza, Daniele Falavigna, Mohammed R. H. Qwaider
TranscRater: a Tool for Automatic Speech Recognition Quality Estimation. ACL (System Demonstrations) (2016)
Rajen Chatterjee, José G. C. de Souza, Matteo Negri, Marco Turchi
The FBK Participation in the WMT 2016 Automatic Post-editing Shared Task. WMT (2016)
Masoud Jalili Sabet, Matteo Negri, Marco Turchi, José G. C. de Souza, Marcello Federico
TMop: a Tool for Unsupervised Translation Memory Cleaning. ACL (System Demonstrations) (2016)
José G. C. de Souza, Hamed Zamani, Matteo Negri, Marco Turchi, Daniele Falavigna
Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances. HLT-NAACL (2015)
José G. C. de Souza, Marco Turchi, Matteo Negri
Machine Translation Quality Estimation Across Domains. COLING (2014)
Marco Turchi, Antonios Anastasopoulos, José G. C. de Souza, Matteo Negri
Adaptive Quality Estimation for Machine Translation. ACL (1) (2014)
Matteo Negri, Marco Turchi, José G. C. de Souza, Daniele Falavigna
Quality Estimation for Automatic Speech Recognition. COLING (2014)
Prashant Mathur, Mauro Cettolo, Marcello Federico, José G. C. de Souza
Online multi-user adaptive statistical machine translation. AMTA (2014)
José G. C. de Souza, Marco Turchi, Matteo Negri
Towards a combination of online and multitask learning for MT quality estimation: a preliminary study. AMTA (IAMT) (2014)
Lucia Specia, Kashif Shah, José G. C. de Souza, Trevor Cohn
QuEst - A translation quality estimation framework. ACL (Conference System Demonstrations) (2013)
José G. C. de Souza, Miquel Esplà-Gomis, Marco Turchi, Matteo Negri
Exploiting Qualitative Information from Automatic Word Alignment for Cross-lingual NLP Tasks. ACL (2) (2013)