Wilker Aziz

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 62

Top Topics

Binary Variables

Machine Translation

Top Venues

Publications

Joris Baan, Raquel Fernández, Barbara Plank, Wilker Aziz
Interpreting Predictive Probabilities: Model Confidence or Human Label Variation? EACL (2) (2024)
Evgenia Ilia, Wilker Aziz
Predict the Next Word: . EACL (2) (2024)
Evgenia Ilia, Wilker Aziz
Predict the Next Word: Humans exhibit uncertainty in this task and language models _____. CoRR (2024)
Pedro Ferreira, Wilker Aziz, Ivan Titov
Explanation Regularisation through the Lens of Attributions. CoRR (2024)
Joris Baan, Raquel Fernández, Barbara Plank, Wilker Aziz
Interpreting Predictive Probabilities: Model Confidence or Human Label Variation? CoRR (2024)
Mario Giulianelli, Joris Baan, Wilker Aziz, Raquel Fernández, Barbara Plank
What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability. CoRR (2023)
Mario Giulianelli, Joris Baan, Wilker Aziz, Raquel Fernández, Barbara Plank
What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability. EMNLP (2023)
Angelos Nalmpantis, Apostolos Panagiotopoulos, John Gkountouras, Konstantinos Papakostas, Wilker Aziz
Vision DiffMask: Faithful Interpretation of Vision Transformers with Differentiable Patch Masking. CVPR Workshops (2023)
Angelos Nalmpantis, Apostolos Panagiotopoulos, John Gkountouras, Konstantinos Papakostas, Wilker Aziz
VISION DIFFMASK: Faithful Interpretation of Vision Transformers with Differentiable Patch Masking. CoRR (2023)
Joris Baan, Nico Daheim, Evgenia Ilia, Dennis Ulmer, Haau-Sing Li, Raquel Fernández, Barbara Plank, Rico Sennrich, Chrysoula Zerva, Wilker Aziz
Uncertainty in Natural Language Generation: From Theory to Applications. CoRR (2023)
Bryan Eikema, Wilker Aziz
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation. EMNLP (2022)
Peggy van der Kreeft, Alexandra Birch, Sevi Sariisik, Felipe Sánchez-Martínez, Wilker Aziz
GoURMET - Machine Translation for Low-Resourced Languages. EAMT (2022)
Joris Baan, Wilker Aziz, Barbara Plank, Raquel Fernández
Stop Measuring Calibration When Humans Disagree. EMNLP (2022)
Joris Baan, Wilker Aziz, Barbara Plank, Raquel Fernández
Stop Measuring Calibration When Humans Disagree. CoRR (2022)
Claartje Barkhof, Wilker Aziz
Statistical Model Criticism of Variational Auto-Encoders. CoRR (2022)
António Farinhas, Wilker Aziz, Vlad Niculae, André F. T. Martins
Sparse Communication via Mixed Distributions. ICLR (2022)
Bryan Eikema, Wilker Aziz
Sampling-Based Minimum Bayes Risk Decoding for Neural Machine Translation. CoRR (2021)
Nicola De Cao, Wilker Aziz, Ivan Titov
Editing Factual Knowledge in Language Models. CoRR (2021)
Alexandra Birch, Barry Haddow, Antonio Valerio Miceli Barone, Jindrich Helcl, Jonas Waldendorf, Felipe Sánchez-Martínez, Mikel L. Forcada, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Miquel Esplà-Gomis, Wilker Aziz, Lina Murady, Sevi Sariisik, Peggy van der Kreeft, Kay Macquarrie
Surprise Language Challenge: Developing a Neural Machine Translation System between Pashto and English in Two Months. MTSummit (1) (2021)
António Farinhas, Wilker Aziz, Vlad Niculae, André F. T. Martins
Sparse Communication via Mixed Distributions. CoRR (2021)
Nicola De Cao, Wilker Aziz, Ivan Titov
Editing Factual Knowledge in Language Models. EMNLP (1) (2021)
Nicola De Cao, Wilker Aziz, Ivan Titov
Highly Parallel Autoregressive Entity Linking with Discriminative Correction. CoRR (2021)
Nicola De Cao, Wilker Aziz, Ivan Titov
Highly Parallel Autoregressive Entity Linking with Discriminative Correction. EMNLP (1) (2021)
Bryan Eikema, Wilker Aziz
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation. COLING (2020)
Dhruba Pujary, Camilo Thorne, Wilker Aziz
Disease Normalization with Graph Embeddings. CoRR (2020)
Bryan Eikema, Wilker Aziz
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation. CoRR (2020)
Nicola De Cao, Michael Sejr Schlichtkrull, Wilker Aziz, Ivan Titov
How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking. CoRR (2020)
Dhruba Pujary, Camilo Thorne, Wilker Aziz
Disease Normalization with Graph Embeddings. IntelliSys (2) (2020)
Tom Pelsmaeker, Wilker Aziz
Effective Estimation of Deep Generative Language Models. ACL (2020)
Gonçalo M. Correia, Vlad Niculae, Wilker Aziz, André F. T. Martins
Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity. CoRR (2020)
Nicola De Cao, Michael Sejr Schlichtkrull, Wilker Aziz, Ivan Titov
How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking. EMNLP (1) (2020)
Rob Hesselink, Wilker Aziz
Latent Transformations for Discrete-Data Normalising Flows. CoRR (2020)
Gonçalo M. Correia, Vlad Niculae, Wilker Aziz, André F. T. Martins
Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity. NeurIPS (2020)
Nicola De Cao, Wilker Aziz
The Power Spherical distribution. CoRR (2020)
Duygu Ataman, Wilker Aziz, Alexandra Birch
A Latent Morphology Model for Open-Vocabulary Neural Machine Translation. ICLR (2020)
Bryan Eikema, Wilker Aziz
Auto-Encoding Variational Neural Machine Translation. RepL4NLP@ACL (2019)
Jasmijn Bastings, Wilker Aziz, Ivan Titov
Interpretable Neural Predictions with Differentiable Binary Variables. ACL (1) (2019)
Iacer Calixto, Miguel Rios, Wilker Aziz
Latent Variable Model for Multi-modal Translation. ACL (1) (2019)
Nicola De Cao, Wilker Aziz, Ivan Titov
Block Neural Autoregressive Flow. UAI (2019)
Alexandra Birch, Barry Haddow, Ivan Titov, Antonio Valerio Miceli Barone, Rachel Bawden, Felipe Sánchez-Martínez, Mikel L. Forcada, Miquel Esplà-Gomis, Víctor M. Sánchez-Cartagena, Juan Antonio Pérez-Ortiz, Wilker Aziz, Andrew Secker, Peggy van der Kreeft
Global Under-Resourced Media Translation (GoURMET). MTSummit (2) (2019)
Tom Pelsmaeker, Wilker Aziz
Effective Estimation of Deep Generative Language Models. CoRR (2019)
Duygu Ataman, Wilker Aziz, Alexandra Birch
A Latent Morphology Model for Open-Vocabulary Neural Machine Translation. CoRR (2019)
Nicola De Cao, Wilker Aziz, Ivan Titov
Question Answering by Reasoning Across Documents with Graph Convolutional Networks. NAACL-HLT (1) (2019)
Jasmijn Bastings, Wilker Aziz, Ivan Titov
Interpretable Neural Predictions with Differentiable Binary Variables. CoRR (2019)
Nicola De Cao, Ivan Titov, Wilker Aziz
Block Neural Autoregressive Flow. CoRR (2019)
Jasmijn Bastings, Wilker Aziz, Ivan Titov, Khalil Sima'an
Modeling Latent Sentence Structure in Neural Machine Translation. CoRR (2019)
Wilker Aziz, Philip Schulz
Variational Inference and Deep Generative Models. ACL (5) (2018)
Miguel Rios, Wilker Aziz, Khalil Sima'an
Deep Generative Model for Joint Alignment and Word Representation. NAACL-HLT (2018)
Bryan Eikema, Wilker Aziz
Auto-Encoding Variational Neural Machine Translation. CoRR (2018)
Nicola De Cao, Wilker Aziz, Ivan Titov
Question Answering by Reasoning Across Documents with Graph Convolutional Networks. CoRR (2018)
Philip Schulz, Wilker Aziz, Trevor Cohn
A Stochastic Decoder for Neural Machine Translation. ACL (1) (2018)
Iacer Calixto, Miguel Rios, Wilker Aziz
Latent Visual Cues for Neural Machine Translation. CoRR (2018)
Philip Schulz, Wilker Aziz, Trevor Cohn
A Stochastic Decoder for Neural Machine Translation. CoRR (2018)
Miguel Rios, Wilker Aziz, Khalil Sima'an
Deep Generative Model for Joint Alignment and Word Representation. CoRR (2018)
Jasmijn Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, Khalil Sima'an
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation. EMNLP (2017)
Jan-Thorsten Peter, Hermann Ney, Ondrej Bojar, Ngoc-Quan Pham, Jan Niehues, Alex Waibel, Franck Burlot, François Yvon, Marcis Pinnis, Valters Sics, Jasmijn Bastings, Miguel Rios, Wilker Aziz, Philip Williams, Frédéric Blain, Lucia Specia
The QT21 Combined Machine Translation System for English to Latvian. WMT (2017)
Jasmijn Bastings, Ivan Titov, Wilker Aziz, Diego Marcheggiani, Khalil Sima'an
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation. CoRR (2017)
Karin Sim Smith, Wilker Aziz, Lucia Specia
Cohere: A Toolkit for Local Coherence. LREC (2016)
Philip Schulz, Wilker Aziz
Fast Collocation-Based Bayesian HMM Word Alignment. COLING (2016)
Joachim Daiber, Milos Stanojevic, Wilker Aziz, Khalil Sima'an
Examining the Relationship between Preordering and Word Order Freedom in Machine Translation. WMT (2016)
Philip Schulz, Wilker Aziz, Khalil Sima'an
Word Alignment without NULL Words. ACL (2) (2016)
Karin Sim Smith, Wilker Aziz, Lucia Specia
The Trouble with Machine Translation Coherence. EAMT (2016)
Wilker Aziz
Grasp: Randomised Semiring Parsing. Prague Bull. Math. Linguistics 104 (2015)
Karin Sim Smith, Wilker Aziz, Lucia Specia
A Proposal for a Coherence Corpus in Machine Translation. DiscoMT@EMNLP (2015)
Raymond W. M. Ng, Kashif Shah, Wilker Aziz, Lucia Specia, Thomas Hain
Quality estimation for asr k-best list rescoring in spoken language translation. ICASSP (2015)
Raymond W. M. Ng, Mortaza Doulaty, Rama Doddipatla, Wilker Aziz, Kashif Shah, Oscar Saz, Madina Hasan, Ghada AlHarbi, Lucia Specia, Thomas Hain
The USFD Spoken Language Translation System for IWSLT 2014. CoRR (2015)
Wilker Aziz, Marc Dymetman, Lucia Specia
Exact Decoding for Phrase-Based Statistical Machine Translation. EMNLP (2014)
Raymond W. M. Ng, Mortaza Doulaty, Rama Doddipatla, Wilker Aziz, Kashif Shah, Oscar Saz, Madina Hasan, Ghada AlHaribi, Lucia Specia, Thomas Hain
The USFD SLT system for IWSLT 2014. IWSLT (Evaluation Campaign) (2014)
Wilker Aziz, Ruslan Mitkov, Lucia Specia
Ranking Machine Translation Systems via Post-editing. TSD (2013)
Wilker Aziz, Marc Dymetman, Sriram Venkatapathy
Investigations in Exact Inference for Hierarchical Translation. WMT@ACL (2013)
Wilker Aziz, Lucia Specia
Multilingual WSD-like Constraints for Paraphrase Extraction. CoNLL (2013)
Wilker Aziz, Sheila Castilho, Lucia Specia
PET: a Tool for Post-editing and Assessing Machine Translation. LREC (2012)
Miguel Rios, Wilker Aziz, Lucia Specia
UOW: Semantically Informed Text Similarity. SemEval@NAACL-HLT (2012)
Maarit Koponen, Wilker Aziz, Luciana Ramos, Lucia Specia
Post-editing time as a measure of cognitive effort. WPTP@AMTA (2012)
Wilker Aziz, Sheila C. M. de Sousa, Lucia Specia
Cross-lingual Sentence Compression for Subtitles. EAMT (2012)
Wilker Aziz, Miguel Rios, Lucia Specia
Improving Chunk-based Semantic Role Labeling with Lexical Features. RANLP (2011)
Wilker Aziz, Miguel Rios, Lucia Specia
Shallow Semantic Trees for SMT. WMT@EMNLP (2011)
Sheila C. M. de Sousa, Wilker Aziz, Lucia Specia
Assessing the Post-Editing Effort for Automatic and Semi-Automatic Translations of DVD Subtitles. RANLP (2011)
Miguel Rios, Wilker Aziz, Lucia Specia
TINE: A Metric to Assess MT Adequacy. WMT@EMNLP (2011)
Lucia Specia, Najeh Hajlaoui, Catalina Hallett, Wilker Aziz
Predicting Machine Translation Adequacy. MTSummit (2011)
Wilker Aziz, Lucia Specia
Fully Automatic Compilation of Portuguese-English and Portuguese-Spanish Parallel Corpora. STIL (2011)
Wilker Aziz, Marc Dymetman, Lucia Specia, Shachar Mirkin
Learning an Expert from Human Annotations in Statistical Machine Translation: the Case of Out-of-Vocabulary Words. EAMT (2010)
Wilker Aziz, Lucia Specia
Combining Dictionaries and Contextual Information for Cross-Lingual Lexical Substitution. SemEval@ACL (2010)