André F. T. Martins

313 papers A* 32A 4B 6C 8Journal 150Unranked 101

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Stein Identity for q-Gaussians with Bounded Support. CoRR Sophia Sklaviadis, Thomas Möllenhoff, André F. T. Martins, Mário A. T. Figueiredo, Mohammad Emtiyaz Khan
2026	J	`jnl`	AMALIA Technical Report: A Fully Open Source Large Language Model for European Portuguese. CoRR Afonso Simplício, Gonçalo Vinagre Martins, Miguel Moura Ramos, Diogo Tavares, Rafael Ferreira, Giuseppe Attanasio, Duarte M. Alves, Inês Calvo, Inês Vieira, Rui Guerra, James Furtado, Beatriz Canaverde, Iago Paulo, Vasco Ramos, Diogo Glória-Silva, Miguel Faria, Marcos V. Treviso, Daniel Gomes, Pedro Gomes, David Semedo, André F. T. Martins, João Magalhães
2026	J	`jnl`	EuroLLM-22B: Technical Report. CoRR Miguel Moura Ramos, Duarte M. Alves, Hippolyte Gisserot-Boukhlef, João Alves, Pedro Henrique Martins, Patrick Fernandes, José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, Nicolas Boizard, M. Amin Farajian, Mateusz Klimaszewski, José G. C. de Souza, Barry Haddow, François Yvon, Pierre Colombo, Alexandra Birch, André F. T. Martins
2026	J	`jnl`	LanteRn: Latent Visual Structured Reasoning. CoRR André Viveiros, Nuno Gonçalves, Matthias Lindemann, André F. T. Martins
2026	J	`jnl`	Sparse Attention as Compact Kernel Regression. CoRR Saul José Rodrigues dos Santos, Nuno Gonçalves, Daniel C. McNamee, André F. T. Martins
2025	—	`conf`	A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models. NAACL (Findings) Peiqin Lin, André F. T. Martins, Hinrich Schütze
2025	A*	`conf`	AdaSplash: Adaptive Sparse Flash Attention. ICML Nuno Gonçalves, Marcos V. Treviso, André F. T. Martins
2025	J	`jnl`	AdaSplash: Adaptive Sparse Flash Attention. CoRR Nuno Gonçalves, Marcos V. Treviso, André F. T. Martins
2025	J	`jnl`	Adding Chocolate to Mint : Mitigating Metric Interference in Machine Translation. Trans. Assoc. Comput. Linguistics José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins
2025	J	`jnl`	Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation. CoRR José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins
2025	A*	`conf`	An Interdisciplinary Approach to Human-Centered Machine Translation. EMNLP Marine Carpuat, Omri Asscher, Kalika Bali, Luisa Bentivogli, Frédéric Blain, Lynne Bowker, Monojit Choudhury, Hal Daumé III, Kevin Duh, Ge Gao, Alvin Grissom II, Marzena Karpinska, Elaine C. Khoong, William D. Lewis, André F. T. Martins, Mary Nurminen, Douglas W. Oard, Maja Popovic, Michel Simard, François Yvon
2025	J	`jnl`	An Interdisciplinary Approach to Human-Centered Machine Translation. CoRR Marine Carpuat, Omri Asscher, Kalika Bali, Luisa Bentivogli, Frédéric Blain, Lynne Bowker, Monojit Choudhury, Hal Daumé III, Kevin Duh, Ge Gao, Alvin Grissom II, Marzena Karpinska, Elaine C. Khoong, William D. Lewis, André F. T. Martins, Mary Nurminen, Douglas W. Oard, Maja Popovic, Michel Simard, François Yvon
2025	J	`jnl`	CroissantLLM: A Truly Bilingual French-English Language Model. Trans. Mach. Learn. Res. Manuel Faysse, Patrick Fernandes, Nuno Miguel Guerreiro, António Loison, Duarte M. Alves, Caio Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, André F. T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo
2025	—	`conf`	Did Translation Models Get More Robust Without Anyone Even Noticing? ACL (1) Ben Peters, André F. T. Martins
2025	—	`conf`	Different Speech Translation Models Encode and Translate Speaker Gender Differently. ACL (2) Dennis Fucci, Marco Gaido, Matteo Negri, Luisa Bentivogli, André F. T. Martins, Giuseppe Attanasio
2025	J	`jnl`	Different Speech Translation Models Encode and Translate Speaker Gender Differently. CoRR Dennis Fucci, Marco Gaido, Matteo Negri, Luisa Bentivogli, André F. T. Martins, Giuseppe Attanasio
2025	J	`jnl`	Discrete Latent Structure in Neural Networks. Found. Trends Signal Process. Vlad Niculae, Caio Corro, Nikita Nangia, Tsvetomila Mihaylova, André F. T. Martins
2025	J	`jnl`	Do LLMs Understand Your Translations? Evaluating Paragraph-level MT with Question Answering. CoRR Patrick Fernandes, Sweta Agrawal, Emmanouil Zaranis, André F. T. Martins, Graham Neubig
2025	J	`jnl`	EuroBERT: Scaling Multilingual Encoders for European Languages. CoRR Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves, André F. T. Martins, Ayoub Hammal, Caio Corro, Céline Hudelot, Emmanuel Malherbe, Etienne Malaboeuf, Fanny Jourdan, Gabriel Hautreux, João Alves, Kevin El Haddad, Manuel Faysse, Maxime Peyrard, Nuno Miguel Guerreiro, Patrick Fernandes, Ricardo Rei, Pierre Colombo
2025	J	`jnl`	EuroLLM-9B: Technical Report. CoRR Pedro Henrique Martins, João Alves, Patrick Fernandes, Nuno Miguel Guerreiro, Ricardo Rei, M. Amin Farajian, Mateusz Klimaszewski, Duarte M. Alves, José Pombal, Nicolas Boizard, Manuel Faysse, Pierre Colombo, François Yvon, Barry Haddow, José G. C. de Souza, Alexandra Birch, André F. T. Martins
2025	J	`jnl`	Fenchel-Young Variational Learning. CoRR Sophia Sklaviadis, Sweta Agrawal, António Farinhas, André F. T. Martins, Mário A. T. Figueiredo
2025	—	`conf`	Formalizing Test-Time Compute for Function-Level Code Generation. IJCNLP-AACL (Findings) Haau-Sing Li, Patrick Fernandes, Iryna Gurevych, André F. T. Martins
2025	J	`jnl`	From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM. CoRR Kshitij Ambilduke, Ben Peters, Sonal Sannigrahi, Anil Keshwani, Tsz Kin Lam, Bruno Martins, Marcely Zanon Boito, André F. T. Martins
2025	—	`conf`	From Tower to Spire: Adding the Speech Modality to a Translation-Specialist LLM. EMNLP (Findings) Kshitij Ambilduke, Ben Peters, Sonal Sannigrahi, Anil Keshwani, Tsz Kin Lam, Bruno Martins, André F. T. Martins, Marcely Zanon Boito
2025	—	`conf`	Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. ACL (1) Shivalika Singh, Angelika Romanou, Clémentine 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, André F. T. Martins, Leshem Choshen, Daphne Ippolito, Enzo Ferrante, Marzieh Fadaee, Beyza Ermis, Sara Hooker
2025	J	`jnl`	Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval. J. Mach. Learn. Res. Saul José Rodrigues dos Santos, Vlad Niculae, Daniel C. McNamee, André F. T. Martins
2025	J	`jnl`	Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning. CoRR Giuseppe Attanasio, Sonal Sannigrahi, Ben Peters, André F. T. Martins
2025	—	`conf`	LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. ACL (2) Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, Desmond Elliott, Raquel Fernández, Albert Gatt, Esam Ghaleb, Mario Giulianelli, Michael Hanna, Alexander Koller, André F. T. Martins, Philipp Mondorf, Vera Neplenbroek, Sandro Pezzelle, Barbara Plank, David Schlangen, Alessandro Suglia, Aditya K. Surikuchi, Ece Takmaz, Alberto Testoni
2025	J	`jnl`	Learning with the CoRR André F. T. Martins
2025	J	`jnl`	LegalBench.PT: A Benchmark for Portuguese Law. CoRR Beatriz Canaverde, Telmo Pessoa Pires, Leonor Melo Ribeiro, André F. T. Martins
2025	J	`jnl`	Long-Context Generalization with Sparse Attention. CoRR Pavlo Vasylenko, Marcos Vinícius Treviso, André F. T. Martins
2025	J	`jnl`	M-Prometheus: A Suite of Open Multilingual LLM Judges. CoRR José Pombal, Dongkeun Yoon, Patrick Fernandes, Ian Wu, Seungone Kim, Ricardo Rei, Graham Neubig, André F. T. Martins
2025	J	`jnl`	Modern Hopfield Networks with Continuous-Time Memories. CoRR Saul José Rodrigues dos Santos, António Farinhas, Daniel C. McNamee, André F. T. Martins
2025	J	`jnl`	Movie Facts and Fibs (MF CoRR Emmanouil Zaranis, António Farinhas, Saul José Rodrigues dos Santos, Beatriz Canaverde, Miguel Moura Ramos, Aditya K. Surikuchi, André Viveiros, Baohao Liao, Elena Belén Bueno-Benito, Nithin Sivakumaran, Pavlo Vasylenko, Shoubin Yu, Sonal Sannigrahi, Wafaa Mohammed, Ben Peters, Danae Sánchez Villegas, Elias Stengel-Eskin, Giuseppe Attanasio, Jaehong Yoon, Stella Frank, Alessandro Suglia, Chrysoula Zerva, Desmond Elliott, Mariella Dimiccoli, Mohit Bansal, Oswald Lanz, Raffaella Bernardi, Raquel Fernández, Sandro Pezzelle, Vlad Niculae, André F. T. Martins
2025	J	`jnl`	Multilingual Contextualization of Large Language Models for Document-Level Machine Translation. CoRR Miguel Moura Ramos, Patrick Fernandes, Sweta Agrawal, André F. T. Martins
2025	J	`jnl`	Sample-efficient Integration of New Modalities into Large Language Models. CoRR Osman Batur Ince, André F. T. Martins, Oisin Mac Aodha, Edoardo M. Ponti
2025	J	`jnl`	Should We Still Pretrain Encoders with Masked Language Modeling? CoRR Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Manuel Faysse, Duarte M. Alves, Emmanuel Malherbe, André F. T. Martins, Céline Hudelot, Pierre Colombo
2025	A	`conf`	Sparse Activations as Conformal Predictors. AISTATS Margarida M. Campos, João Cálem, Sophia Sklaviadis, Mário A. T. Figueiredo, André F. T. Martins
2025	J	`jnl`	Sparse Activations as Conformal Predictors. CoRR Margarida M. Campos, João Cálem, Sophia Sklaviadis, Mário A. T. Figueiredo, André F. T. Martins
2025	J	`jnl`	Tower+: Bridging Generality and Translation Specialization in Multilingual LLMs. CoRR Ricardo Rei, Nuno Miguel Guerreiro, José Pombal, João Alves, Pedro Teixeirinha, M. Amin Farajian, André F. T. Martins
2025	J	`jnl`	TowerVision: Understanding and Improving Multilinguality in Vision-Language Models. CoRR André Viveiros, Patrick Fernandes, Saul José Rodrigues dos Santos, Sonal Sannigrahi, Emmanouil Zaranis, Nuno Miguel Guerreiro, M. Amin Farajian, Pierre Colombo, Graham Neubig, André F. T. Martins
2025	A*	`conf`	Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral. EMNLP António Farinhas, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, André F. T. Martins
2025	J	`jnl`	Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral. CoRR António Farinhas, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, André F. T. Martins
2025	—	`conf`	Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation. ACL (1) Emmanouil Zaranis, Giuseppe Attanasio, Sweta Agrawal, André F. T. Martins
2025	—	`conf`	XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples. NAACL (Findings) Peiqin Lin, André F. T. Martins, Hinrich Schütze
2025	J	`jnl`	Zero-shot Benchmarking: A Framework for Flexible and Scalable Automatic Evaluation of Language Models. CoRR José Pombal, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins
2025	A*	`conf`	∞-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation. ICML Saul José Rodrigues dos Santos, António Farinhas, Daniel C. McNamee, André F. T. Martins
2025	J	`jnl`	∞-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation. CoRR Saul José Rodrigues dos Santos, António Farinhas, Daniel C. McNamee, André F. T. Martins
2024	J	`jnl`	A Context-aware Framework for Translation-mediated Conversations. CoRR José Pombal, Sweta Agrawal, Patrick Fernandes, Emmanouil Zaranis, André F. T. Martins
2024	J	`jnl`	A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models. CoRR Peiqin Lin, André F. T. Martins, Hinrich Schütze
2024	—	`conf`	Aligning Neural Machine Translation Models: Human Feedback in Training and Inference. EAMT (1) Miguel Moura Ramos, Patrick Fernandes, António Farinhas, André F. T. Martins
2024	—	`conf`	Analyzing Context Contributions in LLM-based Machine Translation. EMNLP (Findings) Emmanouil Zaranis, Nuno Miguel Guerreiro, André F. T. Martins
2024	J	`jnl`	Analyzing Context Contributions in LLM-based Machine Translation. CoRR Emmanouil Zaranis, Nuno Miguel Guerreiro, André F. T. Martins
2024	J	`jnl`	Assessing the Role of Context in Chat Translation Evaluation: Is Context Helpful and Under What Conditions? Trans. Assoc. Comput. Linguistics Sweta Agrawal, M. Amin Farajian, Patrick Fernandes, Ricardo Rei, André F. T. Martins
2024	A*	`conf`	Can Automatic Metrics Assess High-Quality Translations? EMNLP Sweta Agrawal, António Farinhas, Ricardo Rei, André F. T. Martins
2024	J	`jnl`	Can Automatic Metrics Assess High-Quality Translations? CoRR Sweta Agrawal, António Farinhas, Ricardo Rei, André F. T. Martins
2024	J	`jnl`	Conformal Prediction for Natural Language Processing: A Survey. CoRR Margarida M. Campos, António Farinhas, Chrysoula Zerva, Mário A. T. Figueiredo, André F. T. Martins
2024	J	`jnl`	Conformal Prediction for Natural Language Processing: A Survey. Trans. Assoc. Comput. Linguistics Margarida M. Campos, António Farinhas, Chrysoula Zerva, Mário A. T. Figueiredo, André F. T. Martins
2024	J	`jnl`	Conformalizing Machine Translation Evaluation. Trans. Assoc. Comput. Linguistics Chrysoula Zerva, André F. T. Martins
2024	J	`jnl`	CroissantLLM: A Truly Bilingual French-English Language Model. CoRR Manuel Faysse, Patrick Fernandes, Nuno Miguel Guerreiro, António Loison, Duarte M. Alves, Caio F. Corro, Nicolas Boizard, João Alves, Ricardo Rei, Pedro Henrique Martins, Antoni Bigata Casademunt, François Yvon, André F. T. Martins, Gautier Viaud, Céline Hudelot, Pierre Colombo
2024	J	`jnl`	DOCE: Finding the Sweet Spot for Execution-Based Code Generation. CoRR Haau-Sing Li, Patrick Fernandes, Iryna Gurevych, André F. T. Martins
2024	J	`jnl`	Did Translation Models Get More Robust Without Anyone Even Noticing? CoRR Ben Peters, André F. T. Martins
2024	J	`jnl`	EuroLLM: Multilingual Language Models for Europe. CoRR Pedro Henrique Martins, Patrick Fernandes, João Alves, Nuno Miguel Guerreiro, Ricardo Rei, Duarte M. Alves, José Pombal, M. Amin Farajian, Manuel Faysse, Mateusz Klimaszewski, Pierre Colombo, Barry Haddow, José G. C. de Souza, Alexandra Birch, André F. T. Martins
2024	—	`conf`	Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE? WMT Chrysoula Zerva, Frédéric Blain, José Guilherme Camargo de Souza, Diptesh Kanojia, Sourabh Dattatray Deoghare, Nuno Miguel Guerreiro, Giuseppe Attanasio, Ricardo Rei, Constantin Orasan, Matteo Negri, Marco Turchi, Rajen Chatterjee, Pushpak Bhattacharyya, Markus Freitag, André F. T. Martins
2024	J	`jnl`	Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings. CoRR Miguel Moura Ramos, Tomás Almeida, Daniel Vareta, Filipe Azevedo, Sweta Agrawal, Patrick Fernandes, André F. T. Martins
2024	J	`jnl`	Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation. CoRR Shivalika Singh, Angelika Romanou, Clémentine Fourrier, David Ifeoluwa Adelani, Jian Gang Ngui, Daniel Vila-Suero, Peerat Limkonchotiwat, Kelly Marchisio, Wei Qi Leong, Yosephine Susanto, Raymond Ng, Shayne Longpre, Wei-Yin Ko, Madeline Smith, Antoine Bosselut, Alice Oh, André F. T. Martins, Leshem Choshen, Daphne Ippolito, Enzo Ferrante, Marzieh Fadaee, Beyza Ermis, Sara Hooker
2024	J	`jnl`	Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval. CoRR Saul José Rodrigues dos Santos, Vlad Niculae, Daniel C. McNamee, André F. T. Martins
2024	—	`conf`	How Effective Are State Space Models for Machine Translation? WMT Hugo Pitorro, Pavlo Vasylenko, Marcos V. Treviso, André F. T. Martins
2024	J	`jnl`	How Effective are State Space Models for Machine Translation? CoRR Hugo Pitorro, Pavlo Vasylenko, Marcos V. Treviso, André F. T. Martins
2024	—	`conf`	Improving Context Usage for Translating Bilingual Customer Support Chat with Large Language Models. WMT José Pombal, Sweta Agrawal, André F. T. Martins
2024	J	`jnl`	Is Context Helpful for Chat Translation Evaluation? CoRR Sweta Agrawal, M. Amin Farajian, Patrick Fernandes, Ricardo Rei, André F. T. Martins
2024	J	`jnl`	LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. CoRR Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi, Desmond Elliott, Raquel Fernández, Albert Gatt, Esam Ghaleb, Mario Giulianelli, Michael Hanna, Alexander Koller, André F. T. Martins, Philipp Mondorf, Vera Neplenbroek, Sandro Pezzelle, Barbara Plank, David Schlangen, Alessandro Suglia, Aditya K. Surikuchi, Ece Takmaz, Alberto Testoni
2024	J	`jnl`	MaLA-500: Massive Language Adaptation of Large Language Models. CoRR Peiqin Lin, Shaoxiong Ji, Jörg Tiedemann, André F. T. Martins, Hinrich Schütze
2024	A*	`conf`	Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation. EMNLP Sweta Agrawal, José Guilherme Camargo de Souza, Ricardo Rei, António Farinhas, Gonçalo Rui Alves Faria, Patrick Fernandes, Nuno Miguel Guerreiro, André F. T. Martins
2024	J	`jnl`	Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation. CoRR Sweta Agrawal, José G. C. de Souza, Ricardo Rei, António Farinhas, Gonçalo Rui Alves Faria, Patrick Fernandes, Nuno Miguel Guerreiro, André F. T. Martins
2024	—	`conf`	Non-Exchangeable Conformal Language Generation with Nearest Neighbors. EACL (Findings) Dennis Ulmer, Chrysoula Zerva, André F. T. Martins
2024	J	`jnl`	Non-Exchangeable Conformal Language Generation with Nearest Neighbors. CoRR Dennis Ulmer, Chrysoula Zerva, André F. T. Martins
2024	A*	`conf`	Non-Exchangeable Conformal Risk Control. ICLR António Farinhas, Chrysoula Zerva, Dennis Ulmer, André F. T. Martins
2024	A*	`conf`	QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation. NeurIPS Gonçalo Rui Alves Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José Guilherme Camargo de Souza, André F. T. Martins
2024	J	`jnl`	QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation. CoRR Gonçalo Rui Alves Faria, Sweta Agrawal, António Farinhas, Ricardo Rei, José G. C. de Souza, André F. T. Martins
2024	A*	`conf`	Reranking Laws for Language Generation: A Communication-Theoretic Perspective. NeurIPS António Farinhas, Haau-Sing Li, André F. T. Martins
2024	J	`jnl`	Reranking Laws for Language Generation: A Communication-Theoretic Perspective. CoRR António Farinhas, Haau-Sing Li, André F. T. Martins
2024	J	`jnl`	SaulLM-7B: A pioneering Large Language Model for Law. CoRR Pierre Colombo, Telmo Pessoa Pires, Malik Boudiaf, Dominic Culver, Rui Melo, Caio Corro, André F. T. Martins, Fabrizio Esposito, Vera Lúcia Raposo, Sofia Morgado, Michael Desa
2024	A*	`conf`	Sparse and Structured Hopfield Networks. ICML Saul José Rodrigues dos Santos, Vlad Niculae, Daniel C. McNamee, André F. T. Martins
2024	J	`jnl`	Sparse and Structured Hopfield Networks. CoRR Saul José Rodrigues dos Santos, Vlad Niculae, Daniel C. McNamee, André F. T. Martins
2024	—	`conf`	The Center for Responsible AI Project. EAMT (2) Maria Ana Henriques, Ana C. Farinha, Nuno André, António Novais, Sara Guerreiro de Sousa, Bruno Prezado Silva, Ana Oliveira, Helena Moniz, André F. T. Martins, Paulo Dimas
2024	—	`conf`	Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task. WMT Ricardo Rei, José Pombal, Nuno Miguel Guerreiro, João Alves, Pedro Henrique Martins, Patrick Fernandes, Helena Wu, Tânia Vaz, Duarte M. Alves, M. Amin Farajian, Sweta Agrawal, António Farinhas, José Guilherme Camargo de Souza, André F. T. Martins
2024	J	`jnl`	Tower: An Open Multilingual Large Language Model for Translation-Related Tasks. CoRR 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
2024	J	`jnl`	Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation. CoRR Emmanouil Zaranis, Giuseppe Attanasio, Sweta Agrawal, André F. T. Martins
2024	J	`jnl`	XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples. CoRR Peiqin Lin, André F. T. Martins, Hinrich Schütze
2024	—	`conf`	mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models. EACL (Findings) Peiqin Lin, Chengzhi Hu, Zheyu Zhang, André F. T. Martins, Hinrich Schütze
2024	—	`conf`	xTower: A Multilingual LLM for Explaining and Correcting Translation Errors. EMNLP (Findings) Marcos V. Treviso, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, José Pombal, Tânia Vaz, Helena Wu, Beatriz Silva, Daan van Stigt, André F. T. Martins
2024	J	`jnl`	xTower: A Multilingual LLM for Explaining and Correcting Translation Errors. CoRR Marcos V. Treviso, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, José Pombal, Tânia Vaz, Helena Wu, Beatriz Silva, Daan van Stigt, André F. T. Martins
2024	J	`jnl`	xcomet : Transparent Machine Translation Evaluation through Fine-grained Error Detection. Trans. Assoc. Comput. Linguistics Nuno Miguel Guerreiro, Ricardo Rei, Daan van Stigt, Luísa Coheur, Pierre Colombo, André F. T. Martins
2023	J	`jnl`	Aligning Neural Machine Translation Models: Human Feedback in Training and Inference. CoRR Miguel Moura Ramos, Patrick Fernandes, António Farinhas, André F. T. Martins
2023	A*	`conf`	An Empirical Study of Translation Hypothesis Ensembling with Large Language Models. EMNLP António Farinhas, José Guilherme Camargo de Souza, André F. T. Martins
2023	J	`jnl`	An Empirical Study of Translation Hypothesis Ensembling with Large Language Models. CoRR António Farinhas, José G. C. de Souza, André F. T. Martins
2023	C	`conf`	BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation. EAMT Taisiya Glushkova, Chrysoula Zerva, André F. T. Martins
2023	J	`jnl`	BLEU Meets COMET: Combining Lexical and Neural Metrics Towards Robust Machine Translation Evaluation. CoRR Taisiya Glushkova, Chrysoula Zerva, André F. T. Martins
2023	J	`jnl`	Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. CoRR 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
2023	J	`jnl`	Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. Trans. Assoc. Comput. Linguistics 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
2023	—	`conf`	CREST: A Joint Framework for Rationalization and Counterfactual Text Generation. ACL (1) Marcos V. Treviso, Alexis Ross, Nuno Miguel Guerreiro, André F. T. Martins
2023	J	`jnl`	CREST: A Joint Framework for Rationalization and Counterfactual Text Generation. CoRR Marcos V. Treviso, Alexis Ross, Nuno Miguel Guerreiro, André F. T. Martins
2023	J	`jnl`	Conformalizing Machine Translation Evaluation. CoRR Chrysoula Zerva, André F. T. Martins
2023	J	`jnl`	Discrete Latent Structure in Neural Networks. CoRR Vlad Niculae, Caio F. Corro, Nikita Nangia, Tsvetomila Mihaylova, André F. T. Martins
2023	J	`jnl`	Efficient Methods for Natural Language Processing: A Survey. Trans. Assoc. Comput. Linguistics Marcos V. Treviso, Ji-Ung Lee, Tianchu Ji, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Colin Raffel, Pedro Henrique Martins, André F. T. Martins, Jessica Zosa Forde, Peter A. Milder, Edwin Simpson, Noam Slonim, Jesse Dodge, Emma Strubell, Niranjan Balasubramanian, Leon Derczynski, Iryna Gurevych, Roy Schwartz
2023	C	`conf`	Empirical Assessment of kNN-MT for Real-World Translation Scenarios. EAMT Pedro Henrique Martins, João Alves, Tânia Vaz, Madalena Gonçalves, Beatriz Silva, Marianna Buchicchio, José G. C. de Souza, André F. T. Martins
2023	—	`conf`	Findings of the WMT 2023 Shared Task on Quality Estimation. WMT 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
2023	—	`conf`	Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. ACL (1) Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze
2023	J	`jnl`	Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. CoRR Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze
2023	J	`jnl`	Hallucinations in Large Multilingual Translation Models. CoRR Nuno Miguel Guerreiro, Duarte M. Alves, Jonas Waldendorf, Barry Haddow, Alexandra Birch, Pierre Colombo, André F. T. Martins
2023	J	`jnl`	Hallucinations in Large Multilingual Translation Models. Trans. Assoc. Comput. Linguistics Nuno Miguel Guerreiro, Duarte M. Alves, Jonas Waldendorf, Barry Haddow, Alexandra Birch, Pierre Colombo, André F. T. Martins
2023	A	`conf`	Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation. EACL Nuno Miguel Guerreiro, Elena Voita, André F. T. Martins
2023	J	`jnl`	Non-Exchangeable Conformal Risk Control. CoRR António Farinhas, Chrysoula Zerva, Dennis Ulmer, André F. T. Martins
2023	—	`conf`	Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation. ACL (1) Nuno Miguel Guerreiro, Pierre Colombo, Pablo Piantanida, André F. T. Martins
2023	—	`conf`	Python Code Generation by Asking Clarification Questions. ACL (1) Haau-Sing Li, Mohsen Mesgar, André F. T. Martins, Iryna Gurevych
2023	J	`jnl`	Scaling up COMETKIWI: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. CoRR Ricardo Rei, Nuno Miguel Guerreiro, José Pombal, Daan van Stigt, Marcos V. Treviso, Luísa Coheur, José G. C. de Souza, André F. T. Martins
2023	—	`conf`	Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. WMT Ricardo Rei, Nuno Miguel Guerreiro, José Pombal, Daan van Stigt, Marcos V. Treviso, Luísa Coheur, José G. C. de Souza, André F. T. Martins
2023	—	`conf`	Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. EMNLP (Findings) Duarte M. Alves, Nuno Miguel Guerreiro, João Alves, José Pombal, Ricardo Rei, José Guilherme Camargo de Souza, Pierre Colombo, André F. T. Martins
2023	J	`jnl`	Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning. CoRR Duarte M. Alves, Nuno Miguel Guerreiro, João Alves, José Pombal, Ricardo Rei, José G. C. de Souza, Pierre Colombo, André F. T. Martins
2023	—	`conf`	The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation. WMT Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André F. T. Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat
2023	J	`jnl`	The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation. CoRR Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André F. T. Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat
2023	—	`conf`	The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics. ACL (2) Ricardo Rei, Nuno Miguel Guerreiro, Marcos V. Treviso, Luísa Coheur, Alon Lavie, André F. T. Martins
2023	J	`jnl`	The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics. CoRR Ricardo Rei, Nuno Miguel Guerreiro, Marcos V. Treviso, Luísa Coheur, Alon Lavie, André F. T. Martins
2023	—	`conf`	When Does Translation Require Context? A Data-driven, Multilingual Exploration. ACL (1) Patrick Fernandes, Kayo Yin, Emmy Liu, André F. T. Martins, Graham Neubig
2023	J	`jnl`	mPLM-Sim: Unveiling Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models. CoRR Peiqin Lin, Chengzhi Hu, Zheyu Zhang, André F. T. Martins, Hinrich Schütze
2023	J	`jnl`	xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection. CoRR Nuno Miguel Guerreiro, Ricardo Rei, Daan van Stigt, Luísa Coheur, Pierre Colombo, André F. T. Martins
2022	J	`jnl`	Asking Clarification Questions for Code Generation in General-Purpose Programming Language. CoRR Haau-Sing Li, Mohsen Mesgar, André F. T. Martins, Iryna Gurevych
2022	J	`jnl`	Better Uncertainty Quantification for Machine Translation Evaluation. CoRR Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei, André F. T. Martins
2022	—	`conf`	COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task. WMT 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
2022	A*	`conf`	Chunk-based Nearest Neighbor Machine Translation. EMNLP Pedro Henrique Martins, Zita Marinho, André F. T. Martins
2022	J	`jnl`	Chunk-based Nearest Neighbor Machine Translation. CoRR Pedro Henrique Martins, Zita Marinho, André F. T. Martins
2022	—	`conf`	CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. WMT 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
2022	J	`jnl`	CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. CoRR 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
2022	C	`conf`	DeepSPIN: Deep Structured Prediction for Natural Language Processing. EAMT André F. T. Martins, Ben Peters, Chrysoula Zerva, Chunchuan Lyu, Gonçalo M. Correia, Marcos V. Treviso, Pedro Henrique Martins, Tsvetomila Mihaylova
2022	—	`conf`	Differentiable Causal Discovery Under Latent Interventions. CLeaR Gonçalo Rui Alves Faria, André F. T. Martins, Mário A. T. Figueiredo
2022	J	`jnl`	Differentiable Causal Discovery Under Latent Interventions. CoRR Gonçalo Rui Alves Faria, André F. T. Martins, Mário A. T. Figueiredo
2022	A*	`conf`	Disentangling Uncertainty in Machine Translation Evaluation. EMNLP Chrysoula Zerva, Taisiya Glushkova, Ricardo Rei, André F. T. Martins
2022	J	`jnl`	Efficient Machine Translation Domain Adaptation. CoRR Pedro Henrique Martins, Zita Marinho, André F. T. Martins
2022	J	`jnl`	Efficient Methods for Natural Language Processing: A Survey. CoRR Marcos V. Treviso, Tianchu Ji, Ji-Ung Lee, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Pedro Henrique Martins, André F. T. Martins, Peter A. Milder, Colin Raffel, Edwin Simpson, Noam Slonim, Niranjan Balasubramanian, Leon Derczynski, Roy Schwartz
2022	—	`conf`	Findings of the WMT 2022 Shared Task on Chat Translation. WMT Ana C. Farinha, M. Amin Farajian, Marianna Buchicchio, Patrick Fernandes, José G. C. de Souza, Helena Moniz, André F. T. Martins
2022	—	`conf`	Findings of the WMT 2022 Shared Task on Quality Estimation. WMT 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
2022	J	`jnl`	Improving abstractive summarization with energy-based re-ranking. CoRR Diogo Pernes, Afonso Mendes, André F. T. Martins
2022	A*	`conf`	Learning to Scaffold: Optimizing Model Explanations for Teaching. NeurIPS Patrick Fernandes, Marcos V. Treviso, Danish Pruthi, André F. T. Martins, Graham Neubig
2022	J	`jnl`	Learning to Scaffold: Optimizing Model Explanations for Teaching. CoRR Patrick Fernandes, Marcos V. Treviso, Danish Pruthi, André F. T. Martins, Graham Neubig
2022	J	`jnl`	Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation. CoRR Nuno Miguel Guerreiro, Elena Voita, André F. T. Martins
2022	B	`conf`	MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. LREC Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Chrysoula Zerva, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins
2022	A*	`conf`	Modeling Structure with Undirected Neural Networks. ICML Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins
2022	J	`jnl`	Modeling Structure with Undirected Neural Networks. CoRR Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins
2022	J	`jnl`	Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation. CoRR Nuno Miguel Guerreiro, Pierre Colombo, Pablo Piantanida, André F. T. Martins
2022	—	`conf`	Predicting Attention Sparsity in Transformers. SPNLP@ACL Marcos V. Treviso, António Góis, Patrick Fernandes, Erick Rocha Fonseca, André F. T. Martins
2022	—	`ed.`	Proceedings of the Seventh Conference on Machine Translation, WMT 2022, Abu Dhabi, United Arab Emirates (Hybrid), December 7-8, 2022 WMT Philipp Koehn, Loïc Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Tom Kocmi, André F. T. Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri, Aurélie Névéol, Mariana Neves, Martin Popel, Marco Turchi, Marcos Zampieri
2022	—	`ed.`	Proceedings of the Sixth Workshop on Structured Prediction for NLP, SPNLP@ACL 2022, Dublin, Ireland, May 27, 2022 SPNLP@ACL Andreas Vlachos, Priyanka Agrawal, André F. T. Martins, Gerasimos Lampouras, Chunchuan Lyu
2022	C	`conf`	QUARTZ: Quality-Aware Machine Translation. EAMT José G. C. de Souza, Ricardo Rei, Ana C. Farinha, Helena Moniz, André F. T. Martins
2022	—	`conf`	Quality-Aware Decoding for Neural Machine Translation. NAACL-HLT Patrick Fernandes, António Farinhas, Ricardo Rei, José Guilherme Camargo de Souza, Perez Ogayo, Graham Neubig, André F. T. Martins
2022	J	`jnl`	Quality-Aware Decoding for Neural Machine Translation. CoRR Patrick Fernandes, António Farinhas, Ricardo Rei, José G. C. de Souza, Perez Ogayo, Graham Neubig, André F. T. Martins
2022	—	`conf`	Results of WMT22 Metrics Shared Task: Stop Using BLEU - Neural Metrics Are Better and More Robust. WMT Markus Freitag, Ricardo Rei, Nitika Mathur, Chi-kiu Lo, Craig Stewart, Eleftherios Avramidis, Tom Kocmi, George F. Foster, Alon Lavie, André F. T. Martins
2022	—	`conf`	Robust MT Evaluation with Sentence-level Multilingual Augmentation. WMT Duarte M. Alves, Ricardo Rei, Ana C. Farinha, José G. C. de Souza, André F. T. Martins
2022	C	`conf`	Searching for COMETINHO: The Little Metric That Could. EAMT Ricardo Rei, Ana C. Farinha, José G. C. de Souza, Pedro G. Ramos, André F. T. Martins, Luísa Coheur, Alon Lavie
2022	A*	`conf`	Sparse Communication via Mixed Distributions. ICLR António Farinhas, Wilker Aziz, Vlad Niculae, André F. T. Martins
2022	J	`jnl`	Sparse Continuous Distributions and Fenchel-Young Losses. J. Mach. Learn. Res. André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
2022	—	`conf`	Unbabel-IST at the WMT Chat Translation Shared Task. WMT João Alves, Pedro Henrique Martins, José G. C. de Souza, M. Amin Farajian, André F. T. Martins
2022	—	`conf`	∞-former: Infinite Memory Transformer. ACL (1) Pedro Henrique Martins, Zita Marinho, André F. T. Martins
2021	—	`conf`	Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task. WMT@EMNLP Ricardo Rei, Ana C. Farinha, Chrysoula Zerva, Daan van Stigt, Craig Stewart, Pedro G. Ramos, Taisiya Glushkova, André F. T. Martins, Alon Lavie
2021	—	`conf`	Do Context-Aware Translation Models Pay the Right Attention? ACL/IJCNLP (1) Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig
2021	J	`jnl`	Do Context-Aware Translation Models Pay the Right Attention? CoRR Kayo Yin, Patrick Fernandes, Danish Pruthi, Aditi Chaudhary, André F. T. Martins, Graham Neubig
2021	—	`conf`	Findings of the WMT 2021 Shared Task on Quality Estimation. WMT@EMNLP Lucia Specia, Frédéric Blain, Marina Fomicheva, Chrysoula Zerva, Zhenhao Li, Vishrav Chaudhary, André F. T. Martins
2021	—	`conf`	IST-Unbabel 2021 Submission for the Explainable Quality Estimation Shared Task. Eval4NLP Marcos V. Treviso, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins
2021	—	`conf`	IST-Unbabel 2021 Submission for the Quality Estimation Shared Task. WMT@EMNLP Chrysoula Zerva, Daan van Stigt, Ricardo Rei, Ana C. Farinha, Pedro G. Ramos, José G. C. de Souza, Taisiya Glushkova, Miguel Vera, Fábio N. Kepler, André F. T. Martins
2021	—	`conf`	Measuring and Increasing Context Usage in Context-Aware Machine Translation. ACL/IJCNLP (1) Patrick Fernandes, Kayo Yin, Graham Neubig, André F. T. Martins
2021	J	`jnl`	Measuring and Increasing Context Usage in Context-Aware Machine Translation. CoRR Patrick Fernandes, Kayo Yin, Graham Neubig, André F. T. Martins
2021	—	`conf`	Multimodal Continuous Visual Attention Mechanisms. ICCVW António Farinhas, André F. T. Martins, Pedro M. Q. Aguiar
2021	J	`jnl`	Multimodal Continuous Visual Attention Mechanisms. CoRR António Farinhas, André F. T. Martins, Pedro M. Q. Aguiar
2021	J	`jnl`	Predicting Attention Sparsity in Transformers. CoRR Marcos V. Treviso, António Góis, Patrick Fernandes, Erick R. Fonseca, André F. T. Martins
2021	—	`ed.`	Proceedings of the 5th Workshop on Structured Prediction for NLP, SPNLP@ACL-IJCNLP 2021, Online, August 6, 2021 SPNLP@ACL-IJCNLP Zornitsa Kozareva, Sujith Ravi, Andreas Vlachos, Priyanka Agrawal, André F. T. Martins
2021	—	`ed.`	Proceedings of the Sixth Conference on Machine Translation, WMT@EMNLP 2021, Online Event, November 10-11, 2021 WMT@EMNLP Loïc Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Markus Freitag, Yvette Graham, Roman Grundkiewicz, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, Tom Kocmi, André F. T. Martins, Makoto Morishita, Christof Monz
2021	J	`jnl`	Reconciling the Discrete-Continuous Divide: Towards a Mathematical Theory of Sparse Communication. CoRR André F. T. Martins
2021	—	`conf`	SPECTRA: Sparse Structured Text Rationalization. EMNLP (1) Nuno Miguel Guerreiro, André F. T. Martins
2021	J	`jnl`	SPECTRA: Sparse Structured Text Rationalization. CoRR Nuno Miguel Guerreiro, André F. T. Martins
2021	—	`conf`	Smoothing and Shrinking the Sparse Seq2Seq Search Space. NAACL-HLT Ben Peters, André F. T. Martins
2021	J	`jnl`	Smoothing and Shrinking the Sparse Seq2Seq Search Space. CoRR Ben Peters, André F. T. Martins
2021	B	`conf`	Sparse And Structured Visual Attention. ICIP Pedro Henrique Martins, Vlad Niculae, Zita Marinho, André F. T. Martins
2021	J	`jnl`	Sparse Communication via Mixed Distributions. CoRR António Farinhas, Wilker Aziz, Vlad Niculae, André F. T. Martins
2021	J	`jnl`	Sparse Continuous Distributions and Fenchel-Young Losses. CoRR André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
2021	—	`conf`	Uncertainty-Aware Machine Translation Evaluation. EMNLP (Findings) Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei, André F. T. Martins
2021	J	`jnl`	Uncertainty-Aware Machine Translation Evaluation. CoRR Taisiya Glushkova, Chrysoula Zerva, Ricardo Rei, André F. T. Martins
2021	J	`jnl`	When Does Translation Require Context? A Data-driven, Multilingual Exploration. CoRR Kayo Yin, Patrick Fernandes, André F. T. Martins, Graham Neubig
2021	J	`jnl`	∞-former: Infinite Memory Transformer. CoRR Pedro Henrique Martins, Zita Marinho, André F. T. Martins
2020	C	`conf`	Document-level Neural MT: A Systematic Comparison. EAMT António V. Lopes, M. Amin Farajian, Rachel Bawden, Michael Zhang, André F. T. Martins
2020	A*	`conf`	Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity. NeurIPS Gonçalo M. Correia, Vlad Niculae, Wilker Aziz, André F. T. Martins
2020	J	`jnl`	Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity. CoRR Gonçalo M. Correia, Vlad Niculae, Wilker Aziz, André F. T. Martins
2020	—	`conf`	Findings of the WMT 2020 Shared Task on Chat Translation. WMT@EMNLP M. Amin Farajian, António V. Lopes, André F. T. Martins, Sameen Maruf, Gholamreza Haffari
2020	—	`conf`	Findings of the WMT 2020 Shared Task on Quality Estimation. WMT@EMNLP Lucia Specia, Frédéric Blain, Marina Fomicheva, Erick Rocha Fonseca, Vishrav Chaudhary, Francisco Guzmán, André F. T. Martins
2020	—	`conf`	IST-Unbabel Participation in the WMT20 Quality Estimation Shared Task. WMT@EMNLP João Moura, Miguel Vera, Daan van Stigt, Fábio N. Kepler, André F. T. Martins
2020	A*	`conf`	LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction. ICML Vlad Niculae, André F. T. Martins
2020	J	`jnl`	LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction. CoRR Vlad Niculae, André F. T. Martins
2020	C	`conf`	Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings. EAMT António Góis, Kyunghyun Cho, André F. T. Martins
2020	J	`jnl`	Learning Non-Monotonic Automatic Post-Editing of Translations from Human Orderings. CoRR António Góis, Kyunghyun Cho, André F. T. Martins
2020	J	`jnl`	Learning with Fenchel-Young losses. J. Mach. Learn. Res. Mathieu Blondel, André F. T. Martins, Vlad Niculae
2020	J	`jnl`	MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset. CoRR Marina Fomicheva, Shuo Sun, Erick R. Fonseca, Chrysoula Zerva, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins
2020	—	`conf`	One-Size-Fits-All Multilingual Models. SIGMORPHON Ben Peters, André F. T. Martins
2020	C	`ed.`	Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, EAMT 2020, Lisboa, Portugal, November 3-5, 2020 EAMT Mikel L. Forcada, André F. T. Martins, Helena Moniz, Marco Turchi, Arianna Bisazza, Joss Moorkens, Ana Guerberof Arenas, Mary Nurminen, Lena Marg, Sara Fumega, Bruno Martins, Fernando Batista, Luísa Coheur, Carla Parra Escartín, Isabel Trancoso
2020	—	`ed.`	Proceedings of the Fifth Conference on Machine Translation, WMT@EMNLP 2020, Online, November 19-20, 2020 WMT@EMNLP Loïc Barrault, Ondrej Bojar, Fethi Bougares, Rajen Chatterjee, Marta R. Costa-jussà, Christian Federmann, Mark Fishel, Alexander Fraser, Yvette Graham, Paco Guzman, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, André F. T. Martins, Makoto Morishita, Christof Monz, Masaaki Nagata, Toshiaki Nakazawa, Matteo Negri
2020	—	`ed.`	Proceedings of the Fourth Workshop on Structured Prediction for NLP@EMNLP 2020, Online, November 20, 2020 SPNLP@EMNLP Priyanka Agrawal, Zornitsa Kozareva, Julia Kreutzer, Gerasimos Lampouras, André F. T. Martins, Sujith Ravi, Andreas Vlachos
2020	A*	`conf`	Revisiting Higher-Order Dependency Parsers. ACL Erick Rocha Fonseca, André F. T. Martins
2020	—	`conf`	Sparse Text Generation. EMNLP (1) Pedro Henrique Martins, Zita Marinho, André F. T. Martins
2020	J	`jnl`	Sparse Text Generation. CoRR Pedro Henrique Martins, Zita Marinho, André F. T. Martins
2020	A*	`conf`	Sparse and Continuous Attention Mechanisms. NeurIPS André F. T. Martins, António Farinhas, Marcos V. Treviso, Vlad Niculae, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2020	J	`jnl`	Sparse and Continuous Attention Mechanisms. CoRR André F. T. Martins, Marcos V. Treviso, António Farinhas, Vlad Niculae, Mário A. T. Figueiredo, Pedro M. Q. Aguiar
2020	J	`jnl`	Sparse and Structured Visual Attention. CoRR Pedro Henrique Martins, Vlad Niculae, Zita Marinho, André F. T. Martins
2020	—	`conf`	The Explanation Game: Towards Prediction Explainability through Sparse Communication. BlackboxNLP@EMNLP Marcos V. Treviso, André F. T. Martins
2020	J	`jnl`	Towards Prediction Explainability through Sparse Communication. CoRR Marcos V. Treviso, André F. T. Martins
2020	—	`conf`	Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning. EMNLP (1) Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins
2020	J	`jnl`	Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning. CoRR Tsvetomila Mihaylova, Vlad Niculae, André F. T. Martins
2019	—	`conf`	A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. ACL (1) Gonçalo M. Correia, André F. T. Martins
2019	J	`jnl`	A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning. CoRR Gonçalo M. Correia, André F. T. Martins
2019	—	`conf`	Adaptively Sparse Transformers. EMNLP/IJCNLP (1) Gonçalo M. Correia, Vlad Niculae, André F. T. Martins
2019	J	`jnl`	Adaptively Sparse Transformers. CoRR Gonçalo M. Correia, Vlad Niculae, André F. T. Martins
2019	—	`conf`	Findings of the WMT 2019 Shared Tasks on Quality Estimation. WMT (3) Erick R. Fonseca, Lisa Yankovskaya, André F. T. Martins, Mark Fishel, Christian Federmann
2019	—	`conf`	Joint Learning of Named Entity Recognition and Entity Linking. ACL (2) Pedro Henrique Martins, Zita Marinho, André F. T. Martins
2019	J	`jnl`	Joint Learning of Named Entity Recognition and Entity Linking. CoRR Pedro Henrique Martins, Zita Marinho, André F. T. Martins
2019	—	`conf`	Jointly Extracting and Compressing Documents with Summary State Representations. NAACL-HLT (1) Afonso Mendes, Shashi Narayan, Sebastião Miranda, Zita Marinho, André F. T. Martins, Shay B. Cohen
2019	J	`jnl`	Jointly Extracting and Compressing Documents with Summary State Representations. CoRR Afonso Mendes, Shashi Narayan, Sebastião Miranda, Zita Marinho, André F. T. Martins, Shay B. Cohen
2019	—	`conf`	Latent Structure Models for Natural Language Processing. ACL (4) André F. T. Martins, Tsvetomila Mihaylova, Nikita Nangia, Vlad Niculae
2019	A	`conf`	Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms. AISTATS Mathieu Blondel, André F. T. Martins, Vlad Niculae
2019	J	`jnl`	Learning with Fenchel-Young Losses. CoRR Mathieu Blondel, André F. T. Martins, Vlad Niculae
2019	J	`jnl`	Notes on Latent Structure Models and SPIGOT. CoRR André F. T. Martins, Vlad Niculae
2019	—	`conf`	OpenKiwi: An Open Source Framework for Quality Estimation. ACL (3) Fábio N. Kepler, Jonay Trénous, Marcos V. Treviso, Miguel Vera, André F. T. Martins
2019	J	`jnl`	OpenKiwi: An Open Source Framework for Quality Estimation. CoRR Fábio N. Kepler, Jonay Trénous, Marcos V. Treviso, Miguel Vera, André F. T. Martins
2019	—	`ed.`	Proceedings of the Fourth Conference on Machine Translation, WMT 2019, Florence, Italy, August 1-2, 2019 - Volume 1: Research Papers WMT (1) Ondrej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, André F. T. Martins, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana L. Neves, Matt Post, Marco Turchi, Karin Verspoor
2019	—	`ed.`	Proceedings of the Fourth Conference on Machine Translation, WMT 2019, Florence, Italy, August 1-2, 2019 - Volume 2: Shared Task Papers, Day 1 WMT (2) Ondrej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, André F. T. Martins, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana L. Neves, Matt Post, Marco Turchi, Karin Verspoor
2019	—	`ed.`	Proceedings of the Fourth Conference on Machine Translation, WMT 2019, Florence, Italy, August 1-2, 2019 - Volume 3: Shared Task Papers, Day 2 WMT (3) Ondrej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno-Yepes, Philipp Koehn, André F. T. Martins, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana L. Neves, Matt Post, Marco Turchi, Karin Verspoor
2019	—	`ed.`	Proceedings of the Third Workshop on Structured Prediction for NLP@NAACL-HLT 2019, Minneapolis, Minnesota, Jun 7, 2019 SPNLP@NAACL-HLT André F. T. Martins, Andreas Vlachos, Zornitsa Kozareva, Sujith Ravi, Gerasimos Lampouras, Vlad Niculae, Julia Kreutzer
2019	—	`conf`	Scheduled Sampling for Transformers. ACL (2) Tsvetomila Mihaylova, André F. T. Martins
2019	J	`jnl`	Scheduled Sampling for Transformers. CoRR Tsvetomila Mihaylova, André F. T. Martins
2019	—	`conf`	Selective Attention for Context-aware Neural Machine Translation. NAACL-HLT (1) Sameen Maruf, André F. T. Martins, Gholamreza Haffari
2019	J	`jnl`	Selective Attention for Context-aware Neural Machine Translation. CoRR Sameen Maruf, André F. T. Martins, Gholamreza Haffari
2019	—	`conf`	Sparse Sequence-to-Sequence Models. ACL (1) Ben Peters, Vlad Niculae, André F. T. Martins
2019	J	`jnl`	Sparse Sequence-to-Sequence Models. CoRR Ben Peters, Vlad Niculae, André F. T. Martins
2019	—	`conf`	Translator2Vec: Understanding and Representing Human Post-Editors. MTSummit (1) António Góis, André F. T. Martins
2019	J	`jnl`	Translator2Vec: Understanding and Representing Human Post-Editors. CoRR António Góis, André F. T. Martins
2019	—	`conf`	Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task. WMT (3) Fábio N. Kepler, Jonay Trénous, Marcos V. Treviso, Miguel Vera, António Góis, M. Amin Farajian, António V. Lopes, André F. T. Martins
2019	J	`jnl`	Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task. CoRR Fábio N. Kepler, Jonay Trénous, Marcos V. Treviso, Miguel Vera, António Góis, M. Amin Farajian, António V. Lopes, André F. T. Martins
2019	—	`conf`	Unbabel's Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing. WMT (3) António V. Lopes, M. Amin Farajian, Gonçalo M. Correia, Jonay Trénous, André F. T. Martins
2019	J	`jnl`	Unbabel's Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing. CoRR António V. Lopes, M. Amin Farajian, Gonçalo M. Correia, Jonay Trénous, André F. T. Martins
2018	—	`conf`	Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations. WMT Sameen Maruf, André F. T. Martins, Gholamreza Haffari
2018	J	`jnl`	Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations. CoRR Sameen Maruf, André F. T. Martins, Gholamreza Haffari
2018	—	`conf`	Findings of the WMT 2018 Shared Task on Quality Estimation. WMT (shared task) Lucia Specia, Frédéric Blain, Varvara Logacheva, Ramón Fernandez Astudillo, André F. T. Martins
2018	—	`conf`	Interpretable Structure Induction via Sparse Attention. BlackboxNLP@EMNLP Ben Peters, Vlad Niculae, André F. T. Martins
2018	J	`jnl`	Learning Classifiers with Fenchel-Young Losses: Generalized Entropies, Margins, and Algorithms. CoRR Mathieu Blondel, André F. T. Martins, Vlad Niculae
2018	—	`conf`	Marian: Fast Neural Machine Translation in C++. ACL (4) Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch
2018	J	`jnl`	Marian: Fast Neural Machine Translation in C++. CoRR Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak, Hieu Hoang, Kenneth Heafield, Tom Neckermann, Frank Seide, Ulrich Germann, Alham Fikri Aji, Nikolay Bogoychev, André F. T. Martins, Alexandra Birch
2018	—	`ed.`	Proceedings of the AMTA 2018 Workshop on Translation Quality Estimation and Automatic Post-Editing, Boston, MA, USA, March 17, 2018 PostEditing@AMTA Ramón Fernandez Astudillo, João Graça, André F. T. Martins
2018	—	`conf`	Sparse and Constrained Attention for Neural Machine Translation. ACL (2) Chaitanya Malaviya, Pedro Ferreira, André F. T. Martins
2018	J	`jnl`	Sparse and Constrained Attention for Neural Machine Translation. CoRR Chaitanya Malaviya, Pedro Ferreira, André F. T. Martins
2018	A*	`conf`	SparseMAP: Differentiable Sparse Structured Inference. ICML Vlad Niculae, André F. T. Martins, Mathieu Blondel, Claire Cardie
2018	J	`jnl`	SparseMAP: Differentiable Sparse Structured Inference. CoRR Vlad Niculae, André F. T. Martins, Mathieu Blondel, Claire Cardie
2018	A*	`conf`	Towards Dynamic Computation Graphs via Sparse Latent Structure. EMNLP Vlad Niculae, André F. T. Martins, Claire Cardie
2018	J	`jnl`	Towards Dynamic Computation Graphs via Sparse Latent Structure. CoRR Vlad Niculae, André F. T. Martins, Claire Cardie
2017	A*	`conf`	Learning What's Easy: Fully Differentiable Neural Easy-First Taggers. EMNLP André F. T. Martins, Julia Kreutzer
2017	J	`jnl`	Pushing the Limits of Translation Quality Estimation. Trans. Assoc. Comput. Linguistics André F. T. Martins, Marcin Junczys-Dowmunt, Fábio N. Kepler, Ramón Fernandez Astudillo, Chris Hokamp, Roman Grundkiewicz
2017	—	`conf`	Unbabel's Participation in the WMT17 Translation Quality Estimation Shared Task. WMT André F. T. Martins, Fábio N. Kepler, José L. Monteiro
2016	A*	`conf`	From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification. ICML André F. T. Martins, Ramón Fernandez Astudillo
2016	J	`jnl`	From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification. CoRR André F. T. Martins, Ramón Fernandez Astudillo
2016	—	`conf`	Jointly Learning to Embed and Predict with Multiple Languages. ACL (1) Daniel C. Ferreira, André F. T. Martins, Mariana S. C. Almeida
2016	—	`conf`	SUMMA at TAC Knowledge Base Population Task 2016. TAC Peteris Paikens, Guntis Barzdins, Afonso Mendes, Daniel C. Ferreira, Samuel Broscheit, Mariana S. C. Almeida, Sebastião Miranda, David Nogueira, Pedro Balage, André F. T. Martins
2016	A*	`conf`	Semi-Supervised Learning of Sequence Models with Method of Moments. EMNLP Zita Marinho, André F. T. Martins, Shay B. Cohen, Noah A. Smith
2016	—	`conf`	Unbabel's Participation in the WMT16 Word-Level Translation Quality Estimation Shared Task. WMT André F. T. Martins, Ramón Fernandez Astudillo, Chris Hokamp, Fábio N. Kepler
2015	J	`jnl`	AD J. Mach. Learn. Res. André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing
2015	—	`conf`	Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies. ACL (1) Mariana S. C. Almeida, Cláudia Pinto, Helena Figueira, Pedro Mendes, André F. T. Martins
2015	—	`conf`	Lisbon: Evaluating TurboSemanticParser on Multiple Languages and Out-of-Domain Data. SemEval@NAACL-HLT Mariana S. C. Almeida, André F. T. Martins
2015	—	`conf`	Parsing as Reduction. ACL (1) Daniel Fernández-González, André F. T. Martins
2015	J	`jnl`	Parsing as Reduction. CoRR Daniel Fernández-González, André F. T. Martins
2015	—	`conf`	Transferring Coreference Resolvers with Posterior Regularization. ACL (1) André F. T. Martins
2014	A	`conf`	A Joint Model for Quotation Attribution and Coreference Resolution. EACL Mariana S. C. Almeida, Miguel B. Almeida, André F. T. Martins
2014	J	`jnl`	Frame-Semantic Parsing. Comput. Linguistics Dipanjan Das, Desai Chen, André F. T. Martins, Nathan Schneider, Noah A. Smith
2014	B	`conf`	Priberam Compressive Summarization Corpus: A New Multi-Document Summarization Corpus for European Portuguese. LREC Miguel B. Almeida, Mariana S. C. Almeida, André F. T. Martins, Helena Figueira, Pedro Mendes, Cláudia Pinto
2014	—	`conf`	Priberam: A Turbo Semantic Parser with Second Order Features. SemEval@COLING André F. T. Martins, Mariana S. C. Almeida
2013	J	`jnl`	Combining information theoretic kernels with generative embeddings for classification. Neurocomputing Manuele Bicego, Aydin Ulas, Umberto Castellani, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2013	—	`conf`	Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning. ACL (1) Miguel B. Almeida, André F. T. Martins
2013	J	`jnl`	Linguistic structure prediction with the sparseptron. XRDS Noah A. Smith, André F. T. Martins
2013	—	`ch.`	On the Combination of Information-Theoretic Kernels with Generative Embeddings. Similarity-Based Pattern Analysis and Recognition Pedro M. Q. Aguiar, Manuele Bicego, Umberto Castellani, Mário A. T. Figueiredo, André F. T. Martins, Vittorio Murino, Alessandro Perina, Aydin Ulas
2013	—	`conf`	Turning on the Turbo: Fast Third-Order Non-Projective Turbo Parsers. ACL (2) André F. T. Martins, Miguel B. Almeida, Noah A. Smith
2012	J	`jnl`	Alternating Directions Dual Decomposition CoRR André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing
2012	—	`conf`	An Exact Dual Decomposition Algorithm for Shallow Semantic Parsing with Constraints. *SEM@NAACL-HLT Dipanjan Das, André F. T. Martins, Noah A. Smith
2012	—	`conf`	Structured Sparsity in Natural Language Processing: Models, Algorithms and Applications. HLT-NAACL André F. T. Martins, Mário A. T. Figueiredo, Noah A. Smith
2011	A*	`conf`	An Augmented Lagrangian Approach to Constrained MAP Inference. ICML André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing
2011	A*	`conf`	Dual Decomposition with Many Overlapping Components. EMNLP André F. T. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar
2011	—	`conf`	Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels. PRIB Manuele Bicego, Aydin Ulas, Peter J. Schüffler, Umberto Castellani, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2011	A*	`conf`	Structured Sparsity in Structured Prediction. EMNLP André F. T. Martins, Noah A. Smith, Mário A. T. Figueiredo, Pedro M. Q. Aguiar
2010	B	`conf`	Combining free energy score spaces with information theoretic kernels: Application to scene classification. ICIP Manuele Bicego, Alessandro Perina, Vittorio Murino, André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2010	—	`conf`	Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. SSPR/SPR André F. T. Martins, Manuele Bicego, Vittorio Murino, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2010	A*	`conf`	Turbo Parsers: Dependency Parsing by Approximate Variational Inference. EMNLP André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2009	—	`conf`	Concise Integer Linear Programming Formulations for Dependency Parsing. ACL/IJCNLP André F. T. Martins, Noah A. Smith, Eric P. Xing
2009	J	`jnl`	Nonextensive Information Theoretic Kernels on Measures. J. Mach. Learn. Res. André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2009	A*	`conf`	Polyhedral outer approximations with application to natural language parsing. ICML André F. T. Martins, Noah A. Smith, Eric P. Xing
2008	J	`jnl`	Nonextensive Generalizations of the Jensen-Shannon Divergence CoRR André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2008	A*	`conf`	Nonextensive entropic kernels. ICML André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing
2008	—	`conf`	Priberam's Question Answering System in QA@CLEF 2008. CLEF Carlos Amaral, Adán Cassan, Helena Figueira, André F. T. Martins, Afonso Mendes, Pedro Mendes, José Pina, Cláudia Pinto
2008	—	`conf`	Priberam's Question Answering system in QA@CLEF 2008. CLEF (Working Notes) Carlos Amaral, Adán Cassan, Helena Figueira, André F. T. Martins, Afonso Mendes, Pedro Mendes, José Pina, Cláudia Pinto
2008	A*	`conf`	Stacking Dependency Parsers. EMNLP André F. T. Martins, Dipanjan Das, Noah A. Smith, Eric P. Xing
2008	B	`conf`	Tsallis kernels on measures. ITW André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2007	—	`conf`	Priberam's Question Answering System in QA@CLEF 2007. CLEF Carlos Amaral, Adán Cassan, Helena Figueira, André F. T. Martins, Afonso Mendes, Pedro Mendes, Cláudia Pinto, Daniel Vidal
2007	—	`conf`	Priberam's Question Answering System in QA@CLEF 2007. CLEF (Working Notes) Carlos Amaral, Adán Cassan, Helena Figueira, André F. T. Martins, Afonso Mendes, Pedro Mendes, Cláudia Pinto, Daniel Vidal
2006	J	`jnl`	An integrated evaluation method for e-learning: a case study. Interact. Technol. Smart Educ. Maria Alexandra Rentroia-Bonito, Frederico C. Figueiredo, André F. T. Martins, Joaquim A. Jorge, Claude Ghaoui
2006	—	`conf`	Priberam's Question Answering System in a Cross-Language Environment. CLEF Adán Cassan, Helena Figueira, André F. T. Martins, Afonso Mendes, Pedro Mendes, Cláudia Pinto, Daniel Vidal
2006	—	`conf`	Priberam's Question Answering System in a Cross-Language Environment. CLEF (Working Notes) Adán Cassan, Helena Figueira, André F. T. Martins, Afonso Mendes, Pedro Mendes, Cláudia Pinto, Daniel Vidal
2006	—	`conf`	Web-Based Support for Resource-Effective E-Learning. WEBIST (2) Maria Alexandra Rentroia-Bonito, Frederico C. Figueiredo, André F. T. Martins, Vitor Fernandes, Joaquim A. Jorge
2005	J	`jnl`	Orientation in Manhattan: Equiprojective Classes and Sequential Estimation. IEEE Trans. Pattern Anal. Mach. Intell. André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
2005	—	`conf`	Priberam's Question Answering System for Portuguese. CLEF Carlos Amaral, Helena Figueira, André F. T. Martins, Afonso Mendes, Pedro Mendes, Cláudia Pinto
2005	—	`conf`	Priberam's Question Answering System for Portuguese. CLEF (Working Notes) Carlos Amaral, Helena Figueira, André F. T. Martins, Afonso Mendes, Pedro Mendes, Cláudia Pinto
2004	B	`conf`	Design and Implementation of a Semantic Search Engine for Portuguese. LREC Carlos Amaral, Dominique Laurent, André F. T. Martins, Afonso Mendes, Cláudia Pinto
2003	—	`conf`	Navigating in Manhattan: 3D orientation from video without correspondences. ICIP (1) André F. T. Martins, Pedro M. Q. Aguiar, Mário A. T. Figueiredo