| 2025 | COLING | Explanation Regularisation through the Lens of Attributions. | Pedro Ferreira, Ivan Titov, Wilker Aziz |
| 2025 | IJCNLP | MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking. | Nishant Mishra, Wilker Aziz, Iacer Calixto |
| 2024 | EACL | Interpreting Predictive Probabilities: Model Confidence or Human Label Variation? | Joris Baan, Raquel Fernndez, Barbara Plank, Wilker Aziz |
| 2024 | EACL | Predict the Next Word: <Humans exhibit uncertainty in this task and language models _____>. | Evgenia Ilia, Wilker Aziz |
| 2023 | CVPR | Vision DiffMask: Faithful Interpretation of Vision Transformers with Differentiable Patch Masking. | Angelos Nalmpantis, Apostolos Panagiotopoulos, John Gkountouras, Konstantinos Papakostas, Wilker Aziz |
| 2023 | EMNLP | What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability. | Mario Giulianelli, Joris Baan, Wilker Aziz, Raquel Fernndez, Barbara Plank |
| 2022 | EAMT | GoURMET - Machine Translation for Low-Resourced Languages. | Peggy van der Kreeft, Alexandra Birch, Sevi Sariisik, Felipe Snchez-Martnez, Wilker Aziz |
| 2022 | EMNLP | Stop Measuring Calibration When Humans Disagree. | Joris Baan, Wilker Aziz, Barbara Plank, Raquel Fernndez |
| 2022 | EMNLP | Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation. | Bryan Eikema, Wilker Aziz |
| 2022 | ICLR | Sparse Communication via Mixed Distributions. | Antnio Farinhas, Wilker Aziz, Vlad Niculae, Andr F. T. Martins |
| 2021 | EMNLP | Editing Factual Knowledge in Language Models. | Nicola De Cao, Wilker Aziz, Ivan Titov |
| 2021 | EMNLP | Highly Parallel Autoregressive Entity Linking with Discriminative Correction. | Nicola De Cao, Wilker Aziz, Ivan Titov |
| 2020 | ACL | Effective Estimation of Deep Generative Language Models. | Tom Pelsmaeker, Wilker Aziz |
| 2020 | COLING | Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation. | Bryan Eikema, Wilker Aziz |
| 2020 | EMNLP | How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking. | Nicola De Cao, Michael Sejr Schlichtkrull, Wilker Aziz, Ivan Titov |
| 2020 | ICLR | A Latent Morphology Model for Open-Vocabulary Neural Machine Translation. | Duygu Ataman, Wilker Aziz, Alexandra Birch |
| 2019 | ACL | Interpretable Neural Predictions with Differentiable Binary Variables. | Jasmijn Bastings, Wilker Aziz, Ivan Titov |
| 2019 | ACL | Latent Variable Model for Multi-modal Translation. | Iacer Calixto, Miguel Rios, Wilker Aziz |
| 2019 | NAACL | Question Answering by Reasoning Across Documents with Graph Convolutional Networks. | Nicola De Cao, Wilker Aziz, Ivan Titov |
| 2019 | UAI | Block Neural Autoregressive Flow. | Nicola De Cao, Wilker Aziz, Ivan Titov |
| 2018 | ACL | Variational Inference and Deep Generative Models. | Wilker Aziz, Philip Schulz |
| 2018 | ACL | A Stochastic Decoder for Neural Machine Translation. | Philip Schulz, Wilker Aziz, Trevor Cohn |
| 2018 | NAACL | Deep Generative Model for Joint Alignment and Word Representation. | Miguel Rios, Wilker Aziz, Khalil Sima'an |
| 2017 | EMNLP | Graph Convolutional Encoders for Syntax-aware Neural Machine Translation. | Jasmijn Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, Khalil Sima'an |
| 2016 | ACL | Word Alignment without NULL Words. | Philip Schulz, Wilker Aziz, Khalil Sima'an |
| 2016 | COLING | Fast Collocation-Based Bayesian HMM Word Alignment. | Philip Schulz, Wilker Aziz |
| 2016 | EAMT | The Trouble with Machine Translation Coherence. | Karin Sim Smith, Wilker Aziz, Lucia Specia |
| 2016 | LREC | Cohere: A Toolkit for Local Coherence. | Karin Sim Smith, Wilker Aziz, Lucia Specia |
| 2015 | ICASSP | Quality estimation for asr k-best list rescoring in spoken language translation. | Raymond W. M. Ng, Kashif Shah, Wilker Aziz, Lucia Specia, Thomas Hain |
| 2014 | EMNLP | Exact Decoding for Phrase-Based Statistical Machine Translation. | Wilker Aziz, Marc Dymetman, Lucia Specia |
| 2013 | CoNLL | Multilingual WSD-like Constraints for Paraphrase Extraction. | Wilker Aziz, Lucia Specia |
| 2012 | AMTA | Post-editing time as a measure of cognitive effort. | Maarit Koponen, Wilker Aziz, Luciana Ramos, Lucia Specia |
| 2012 | EAMT | Cross-lingual Sentence Compression for Subtitles. | Wilker Aziz, Sheila C. M. de Sousa, Lucia Specia |
| 2012 | LREC | PET: a Tool for Post-editing and Assessing Machine Translation. | Wilker Aziz, Sheila Castilho, Lucia Specia |
| 2011 | RANLP | Improving Chunk-based Semantic Role Labeling with Lexical Features. | Wilker Aziz, Miguel Rios, Lucia Specia |
| 2011 | RANLP | Assessing the Post-Editing Effort for Automatic and Semi-Automatic Translations of DVD Subtitles. | Sheila C. M. de Sousa, Wilker Aziz, Lucia Specia |
| 2010 | EAMT | Learning an Expert from Human Annotations in Statistical Machine Translation: the Case of Out-of-Vocabulary Words. | Wilker Aziz, Marc Dymetman, Lucia Specia, Shachar Mirkin |