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Andre Martins
Associate Professor, Instituto Superior Técnico
Research Scientist, Unbabel
Joined
October 2016
Names
Andre Martins
(Preferred)
,
André F. T. Martins
,
André Filipe Torres Martins
Emails
****@unbabel.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@tecnico.ulisboa.pt
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ACL Anthology
Career & Education History
Associate Professor
Instituto Superior Técnico
(tecnico.ulisboa.pt)
2020
–
Present
Research Scientist
Unbabel
(unbabel.com)
2015
–
Present
Assistant Professor
Instituto Superior Técnico
(tecnico.ulisboa.pt)
2016
–
2020
PhD student
School of Computer Science, Carnegie Mellon University
(cs.cmu.edu)
2007
–
2012
Advisors, Relations & Conflicts
PhD Advisor
Noah Smith
2007
–
2012
Expertise
natural language processing
,
machine learning
,
deep learning
,
optimization
,
machine translation
Present
Publications
Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task
Sony Trenous
,
Fabio N Kepler
,
Andre Martins
,
Marcos Vinicius Treviso
,
António Góis
,
Miguel Vera
,
Amin Farajian
,
António V. Lopes
01 Feb 2024
OpenReview Archive Direct Upload
Readers:
Everyone
Unbabel's Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing
Sony Trenous
,
António V. Lopes
,
Gonçalo M. Correia
,
Andre Martins
,
Amin Farajian
01 Feb 2024
OpenReview Archive Direct Upload
Readers:
Everyone
OpenKiwi: An Open Source Framework for Quality Estimation
Sony Trenous
,
Fabio N Kepler
,
Andre Martins
,
Marcos Vinicius Treviso
,
Miguel Vera
01 Feb 2024
OpenReview Archive Direct Upload
Readers:
Everyone
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
Nuno M Guerreiro
,
Elena Voita
,
Andre Martins
19 Jun 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Modeling Structure with Undirected Neural Networks
Tsvetomila Mihaylova
,
Vlad Niculae
,
Andre Martins
30 Mar 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Learning to Scaffold: Optimizing Model Explanations for Teaching
Patrick Fernandes
,
Marcos Vinicius Treviso
,
Danish Pruthi
,
Andre Martins
,
Graham Neubig
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Measuring and Increasing Context Usage in Context-Aware Machine Translation
Patrick Fernandes
,
Kayo Yin
,
Graham Neubig
,
Andre Martins
05 Jan 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Do Context-Aware Translation Models Pay the Right Attention?
Kayo Yin
,
Patrick Fernandes
,
Danish Pruthi
,
Aditi Chaudhary
,
Andre Martins
,
Graham Neubig
05 Jan 2022
OpenReview Archive Direct Upload
Readers:
Everyone
One-Size-Fits-All Multilingual Models
Ben Peters
,
Andre Martins
24 Nov 2021
OpenReview Archive Direct Upload
Readers:
Everyone
IT–IST at the SIGMORPHON 2019 Shared Task: Sparse Two-headed Models for Inflection
Ben Peters
,
Andre Martins
24 Nov 2021
OpenReview Archive Direct Upload
Readers:
Everyone
View all 188 publications
Co-Authors
Aditi Chaudhary
Adán Cassan
Afonso Mendes
Alessandro Perina
Alexandra Birch
Alham Fikri Aji
Amin Farajian
António Farinhas
António Góis
António V. Lopes
Aydin Ulas
Beatriz Borges
Ben Peters
C. Ghaoui
Carlos Amaral
Carlos Neves
Chaitanya Malaviya
Chris Hokamp
Christian Federmann
Chrysoula Zerva
Claire Cardie
Cláudia Pinto
Daan van Stigt
Daniel C. Ferreira
Daniel Fernández-González
View all 122 co-authors