Andr F. T. Martins
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
99
Venues
14
Active years
2003–2026
Best venue rank
A*
Where they publish
Papers
99 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | TOWER+: Bridging Generality and Translation Specialization in Multilingual LLMs. | Ricardo Rei, Nuno Miguel Guerreiro, Jos Pombal, Joo Alves, M. Amin Farajian, Pedro Teixeirinha, Andr F. T. Martins |
| 2025 | ACL | LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. | Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, Desmond Elliott, Raquel Fernndez, Albert Gatt, Esam Ghaleb, Mario Giulianelli, Michael Hanna, Alexander Koller, Andr F. T. Martins, Philipp Mondorf, Vera Neplenbroek, Sandro Pezzelle, Barbara Plank, David Schlangen, Alessandro Suglia, Aditya K. Surikuchi, Ece Takmaz, Alberto Testoni |
| 2025 | ACL | Different Speech Translation Models Encode and Translate Speaker Gender Differently. | Dennis Fucci, Marco Gaido, Matteo Negri, Luisa Bentivogli, Andr F. T. Martins, Giuseppe Attanasio |
| 2025 | ACL | Did Translation Models Get More Robust Without Anyone Even Noticing? | Ben Peters, Andr F. T. Martins |
| 2025 | ACL | Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. | Shivalika Singh, Angelika Romanou, Clmentine Fourrier, David Ifeoluwa Adelani, Jian Gang Ngui, Daniel Vila-Suero, Peerat Limkonchotiwat, Kelly Marchisio, Wei Qi Leong, Yosephine Susanto, Raymond Ng, Shayne Longpre, Sebastian Ruder, Wei-Yin Ko, Antoine Bosselut, Alice Oh, Andr F. T. Martins, Leshem Choshen, Daphne Ippolito, Enzo Ferrante, Marzieh Fadaee, Beyza Ermis, Sara Hooker |
| 2025 | ACL | Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation. | Emmanouil Zaranis, Giuseppe Attanasio, Sweta Agrawal, Andr F. T. Martins |
| 2025 | AISTATS | Sparse Activations as Conformal Predictors. | Margarida M. Campos, Joo Clem, Sophia Sklaviadis, Mrio A. T. Figueiredo, Andr F. T. Martins |
| 2025 | EMNLP | From Tower to Spire: Adding the Speech Modality to a Translation-Specialist LLM. | Kshitij Ambilduke, Ben Peters, Sonal Sannigrahi, Anil Keshwani, Tsz Kin Lam, Bruno Martins, Andr F. T. Martins, Marcely Zanon Boito |
| 2025 | EMNLP | An Interdisciplinary Approach to Human-Centered Machine Translation. | Marine Carpuat, Omri Asscher, Kalika Bali, Luisa Bentivogli, Frdric Blain, Lynne Bowker, Monojit Choudhury, Hal Daum III, Kevin Duh, Ge Gao, Alvin Grissom II, Marzena Karpinska, Elaine C. Khoong, William D. Lewis, Andr F. T. Martins, Mary Nurminen, Douglas W. Oard, Maja Popovic, Michel Simard, Franois Yvon |
| 2025 | EMNLP | Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral. | Antnio Farinhas, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, Andr F. T. Martins |
| 2025 | ICML | AdaSplash: Adaptive Sparse Flash Attention. | Nuno Gonalves, Marcos V. Treviso, Andr F. T. Martins |
| 2025 | ICML | ∞-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation. | Saul Jos Rodrigues dos Santos, Antnio Farinhas, Daniel C. McNamee, Andr F. T. Martins |
| 2025 | IJCNLP | Formalizing Test-Time Compute for Function-Level Code Generation. | Haau-Sing Li, Patrick Fernandes, Iryna Gurevych, Andr F. T. Martins |
| 2025 | NAACL | XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples. | Peiqin Lin, Andr F. T. Martins, Hinrich Schtze |
| 2025 | NAACL | A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models. | Peiqin Lin, Andr F. T. Martins, Hinrich Schtze |
| 2024 | EACL | mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models. | Peiqin Lin, Chengzhi Hu, Zheyu Zhang, Andr F. T. Martins, Hinrich Schtze |
| 2024 | EACL | Non-Exchangeable Conformal Language Generation with Nearest Neighbors. | Dennis Ulmer, Chrysoula Zerva, Andr F. T. Martins |
| 2024 | EAMT | The Center for Responsible AI Project. | Maria Ana Henriques, Ana C. Farinha, Nuno Andr, Antnio Novais, Sara Guerreiro de Sousa, Bruno Prezado Silva, Ana Oliveira, Helena Moniz, Andr F. T. Martins, Paulo Dimas |
| 2024 | EAMT | Aligning Neural Machine Translation Models: Human Feedback in Training and Inference. | Miguel Moura Ramos, Patrick Fernandes, Antnio Farinhas, Andr F. T. Martins |
| 2024 | EMNLP | Can Automatic Metrics Assess High-Quality Translations? | Sweta Agrawal, Antnio Farinhas, Ricardo Rei, Andr F. T. Martins |
| 2024 | EMNLP | Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation. | Sweta Agrawal, Jos Guilherme Camargo de Souza, Ricardo Rei, Antnio Farinhas, Gonalo Rui Alves Faria, Patrick Fernandes, Nuno Miguel Guerreiro, Andr F. T. Martins |
| 2024 | EMNLP | xTower: A Multilingual LLM for Explaining and Correcting Translation Errors. | Marcos V. Treviso, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, Jos Pombal, Tnia Vaz, Helena Wu, Beatriz Silva, Daan van Stigt, Andr F. T. Martins |
| 2024 | EMNLP | Analyzing Context Contributions in LLM-based Machine Translation. | Emmanouil Zaranis, Nuno Miguel Guerreiro, Andr F. T. Martins |
| 2024 | ICLR | Non-Exchangeable Conformal Risk Control. | Antnio Farinhas, Chrysoula Zerva, Dennis Ulmer, Andr F. T. Martins |
| 2024 | ICML | Sparse and Structured Hopfield Networks. | Saul Jos Rodrigues dos Santos, Vlad Niculae, Daniel C. McNamee, Andr F. T. Martins |
| 2023 | ACL | When Does Translation Require Context? A Data-driven, Multilingual Exploration. | Patrick Fernandes, Kayo Yin, Emmy Liu, Andr F. T. Martins, Graham Neubig |
| 2023 | ACL | Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation. | Nuno Miguel Guerreiro, Pierre Colombo, Pablo Piantanida, Andr F. T. Martins |
| 2023 | ACL | Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. | Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, Andr F. T. Martins, Franois Yvon, Hinrich Schtze |
| 2023 | ACL | Python Code Generation by Asking Clarification Questions. | Haau-Sing Li, Mohsen Mesgar, Andr F. T. Martins, Iryna Gurevych |
| 2023 | ACL | The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics. | Ricardo Rei, Nuno Miguel Guerreiro, Marcos V. Treviso, Lusa Coheur, Alon Lavie, Andr F. T. Martins |
| 2023 | ACL | CREST: A Joint Framework for Rationalization and Counterfactual Text Generation. | Marcos V. Treviso, Alexis Ross, Nuno Miguel Guerreiro, Andr F. T. Martins |
| 2023 | EACL | Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation. | Nuno Miguel Guerreiro, Elena Voita, Andr F. T. Martins |
| 2023 | EAMT | BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation. | Taisiya Glushkova, Chrysoula Zerva, Andr F. T. Martins |
| 2023 | EAMT | Empirical Assessment of kNN-MT for Real-World Translation Scenarios. | Pedro Henrique Martins, Joo Alves, Tnia Vaz, Madalena Gonalves, Beatriz Silva, Marianna Buchicchio, Jos G. C. de Souza, Andr F. T. Martins |
| 2023 | EMNLP | Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. | Duarte M. Alves, Nuno Miguel Guerreiro, Joo Alves, Jos Pombal, Ricardo Rei, Jos Guilherme Camargo de Souza, Pierre Colombo, Andr F. T. Martins |
| 2023 | EMNLP | An Empirical Study of Translation Hypothesis Ensembling with Large Language Models. | Antnio Farinhas, Jos Guilherme Camargo de Souza, Andr F. T. Martins |
| 2022 | ACL | ∞-former: Infinite Memory Transformer. | Pedro Henrique Martins, Zita Marinho, Andr F. T. Martins |
| 2022 | EAMT | DeepSPIN: Deep Structured Prediction for Natural Language Processing. | Andr F. T. Martins, Ben Peters, Chrysoula Zerva, Chunchuan Lyu, Gonalo M. Correia, Marcos V. Treviso, Pedro Henrique Martins, Tsvetomila Mihaylova |
| 2022 | EAMT | Searching for COMETINHO: The Little Metric That Could. | Ricardo Rei, Ana C. Farinha, Jos G. C. de Souza, Pedro G. Ramos, Andr F. T. Martins, Lusa Coheur, Alon Lavie |
| 2022 | EAMT | QUARTZ: Quality-Aware Machine Translation. | Jos G. C. de Souza, Ricardo Rei, Ana C. Farinha, Helena Moniz, Andr F. T. Martins |
| 2022 | EMNLP | Chunk-based Nearest Neighbor Machine Translation. | Pedro Henrique Martins, Zita Marinho, Andr F. T. Martins |
| 2022 | EMNLP | Disentangling Uncertainty in Machine Translation Evaluation. | Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei, Andr F. T. Martins |
| 2022 | ICLR | Sparse Communication via Mixed Distributions. | Antnio Farinhas, Wilker Aziz, Vlad Niculae, Andr F. T. Martins |
| 2022 | ICML | Modeling Structure with Undirected Neural Networks. | Tsvetomila Mihaylova, Vlad Niculae, Andr F. T. Martins |
| 2022 | LREC | MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. | Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Chrysoula Zerva, Frdric Blain, Vishrav Chaudhary, Francisco Guzmn, Nina Lopatina, Lucia Specia, Andr F. T. Martins |
| 2022 | NAACL | Quality-Aware Decoding for Neural Machine Translation. | Patrick Fernandes, Antnio Farinhas, Ricardo Rei, Jos Guilherme Camargo de Souza, Perez Ogayo, Graham Neubig, Andr F. T. Martins |
| 2021 | ACL | Measuring and Increasing Context Usage in Context-Aware Machine Translation. | Patrick Fernandes, Kayo Yin, Graham Neubig, Andr F. T. Martins |
| 2021 | ACL | Do Context-Aware Translation Models Pay the Right Attention? | Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, Andr F. T. Martins, Graham Neubig |
| 2021 | EMNLP | Uncertainty-Aware Machine Translation Evaluation. | Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei, Andr F. T. Martins |
| 2021 | EMNLP | SPECTRA: Sparse Structured Text Rationalization. | Nuno Miguel Guerreiro, Andr F. T. Martins |
| 2021 | ICIP | Sparse And Structured Visual Attention. | Pedro Henrique Martins, Vlad Niculae, Zita Marinho, Andr F. T. Martins |
| 2021 | NAACL | Smoothing and Shrinking the Sparse Seq2Seq Search Space. | Ben Peters, Andr F. T. Martins |
| 2020 | ACL | Revisiting Higher-Order Dependency Parsers. | Erick Rocha Fonseca, Andr F. T. Martins |
| 2020 | EAMT | Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings. | Antnio Gis, Kyunghyun Cho, Andr F. T. Martins |
| 2020 | EAMT | Document-level Neural MT: A Systematic Comparison. | Antnio V. Lopes, M. Amin Farajian, Rachel Bawden, Michael Zhang, Andr F. T. Martins |
| 2020 | EMNLP | Sparse Text Generation. | Pedro Henrique Martins, Zita Marinho, Andr F. T. Martins |
| 2020 | EMNLP | Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning. | Tsvetomila Mihaylova, Vlad Niculae, Andr F. T. Martins |
| 2020 | ICML | LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction. | Vlad Niculae, Andr F. T. Martins |
| 2019 | ACL | A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. | Gonalo M. Correia, Andr F. T. Martins |
| 2019 | ACL | OpenKiwi: An Open Source Framework for Quality Estimation. | Fbio N. Kepler, Jonay Trnous, Marcos V. Treviso, Miguel Vera, Andr F. T. Martins |
| 2019 | ACL | Joint Learning of Named Entity Recognition and Entity Linking. | Pedro Henrique Martins, Zita Marinho, Andr F. T. Martins |
| 2019 | ACL | Latent Structure Models for Natural Language Processing. | Andr F. T. Martins, Tsvetomila Mihaylova, Nikita Nangia, Vlad Niculae |
| 2019 | ACL | Scheduled Sampling for Transformers. | Tsvetomila Mihaylova, Andr F. T. Martins |
| 2019 | ACL | Sparse Sequence-to-Sequence Models. | Ben Peters, Vlad Niculae, Andr F. T. Martins |
| 2019 | AISTATS | Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms. | Mathieu Blondel, Andr F. T. Martins, Vlad Niculae |
| 2019 | EMNLP | Adaptively Sparse Transformers. | Gonalo M. Correia, Vlad Niculae, Andr F. T. Martins |
| 2019 | NAACL | Selective Attention for Context-aware Neural Machine Translation. | Sameen Maruf, Andr F. T. Martins, Gholamreza Haffari |
| 2019 | NAACL | Jointly Extracting and Compressing Documents with Summary State Representations. | Afonso Mendes, Shashi Narayan, Sebastio Miranda, Zita Marinho, Andr F. T. Martins, Shay B. Cohen |
| 2018 | ACL | Marian: Fast Neural Machine Translation in C++. | Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, Andr F. T. Martins, Alexandra Birch |
| 2018 | ACL | Sparse and Constrained Attention for Neural Machine Translation. | Chaitanya Malaviya, Pedro Ferreira, Andr F. T. Martins |
| 2018 | EMNLP | Towards Dynamic Computation Graphs via Sparse Latent Structure. | Vlad Niculae, Andr F. T. Martins, Claire Cardie |
| 2018 | EMNLP | Interpretable Structure Induction via Sparse Attention. | Ben Peters, Vlad Niculae, Andr F. T. Martins |
| 2018 | ICML | SparseMAP: Differentiable Sparse Structured Inference. | Vlad Niculae, Andr F. T. Martins, Mathieu Blondel, Claire Cardie |
| 2017 | EMNLP | Learning What's Easy: Fully Differentiable Neural Easy-First Taggers. | Andr F. T. Martins, Julia Kreutzer |
| 2016 | ACL | Jointly Learning to Embed and Predict with Multiple Languages. | Daniel C. Ferreira, Andr F. T. Martins, Mariana S. C. Almeida |
| 2016 | EMNLP | Semi-Supervised Learning of Sequence Models with Method of Moments. | Zita Marinho, Andr F. T. Martins, Shay B. Cohen, Noah A. Smith |
| 2016 | ICML | From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification. | Andr F. T. Martins, Ramn Fernandez Astudillo |
| 2015 | ACL | Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies. | Mariana S. C. Almeida, Cludia Pinto, Helena Figueira, Pedro Mendes, Andr F. T. Martins |
| 2015 | ACL | Parsing as Reduction. | Daniel Fernndez-Gonzlez, Andr F. T. Martins |
| 2015 | ACL | Transferring Coreference Resolvers with Posterior Regularization. | Andr F. T. Martins |
| 2014 | EACL | A Joint Model for Quotation Attribution and Coreference Resolution. | Mariana S. C. Almeida, Miguel B. Almeida, Andr F. T. Martins |
| 2014 | LREC | Priberam Compressive Summarization Corpus: A New Multi-Document Summarization Corpus for European Portuguese. | Miguel B. Almeida, Mariana S. C. Almeida, Andr F. T. Martins, Helena Figueira, Pedro Mendes, Cludia Pinto |
| 2013 | ACL | Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning. | Miguel B. Almeida, Andr F. T. Martins |
| 2013 | ACL | Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers. | Andr F. T. Martins, Miguel B. Almeida, Noah A. Smith |
| 2012 | NAACL | Structured Sparsity in Natural Language Processing: Models, Algorithms and Applications. | Andr F. T. Martins, Mrio A. T. Figueiredo, Noah A. Smith |
| 2011 | EMNLP | Dual Decomposition with Many Overlapping Components. | Andr F. T. Martins, Noah A. Smith, Mrio A. T. Figueiredo, Pedro M. Q. Aguiar |
| 2011 | EMNLP | Structured Sparsity in Structured Prediction. | Andr F. T. Martins, Noah A. Smith, Mrio A. T. Figueiredo, Pedro M. Q. Aguiar |
| 2011 | ICML | An Augmented Lagrangian Approach to Constrained MAP Inference. | Andr F. T. Martins, Mrio A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing |
| 2010 | EMNLP | Turbo Parsers: Dependency Parsing by Approximate Variational Inference. | Andr F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2010 | ICIP | Combining free energy score spaces with information theoretic kernels: Application to scene classification. | Manuele Bicego, Alessandro Perina, Vittorio Murino, Andr F. T. Martins, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2010 | SSPR | Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. | Andr F. T. Martins, Manuele Bicego, Vittorio Murino, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2009 | ACL | Concise Integer Linear Programming Formulations for Dependency Parsing. | Andr F. T. Martins, Noah A. Smith, Eric P. Xing |
| 2009 | ICML | Polyhedral outer approximations with application to natural language parsing. | Andr F. T. Martins, Noah A. Smith, Eric P. Xing |
| 2008 | EMNLP | Stacking Dependency Parsers. | Andr F. T. Martins, Dipanjan Das, Noah A. Smith, Eric P. Xing |
| 2008 | ICML | Nonextensive entropic kernels. | Andr F. T. Martins, Mrio A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing |
| 2008 | ITW | Tsallis kernels on measures. | Andr F. T. Martins, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2006 | WEBIST | Web-Based Support for Resource-Effective E-Learning. | Maria Alexandra Rentroia-Bonito, Frederico C. Figueiredo, Andr F. T. Martins, Vitor Fernandes, Joaquim A. Jorge |
| 2004 | LREC | Design and Implementation of a Semantic Search Engine for Portuguese. | Carlos Amaral, Dominique Laurent, Andr F. T. Martins, Afonso Mendes, Cludia Pinto |
| 2003 | ICIP | Navigating in Manhattan: 3D orientation from video without correspondences. | Andr F. T. Martins, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |