Justifying diagnosis decisions by deep neural networks. Journal of Biomedical Informatics , 96. doi: https://doi.org/10.1016/j.jbi.2019.103248

A survey on temporal reasoning for temporal information extraction from text. Journal of Artificial Intelligence Research , 66. doi: https://doi.org/10.1613/jair.1.11727

Improving Natural Language Understanding through Anticipation-Enriched Representations. . Modern trends in cognitive architectures and systems: From theory to implementation in natural and artificial agents

Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding. AAAI 2020 Reasoning for Complex Question Answering (RCQA) Workshop

A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract). IJCAI-PRICAI YOKOHAMA 2020 doi: https://doi.org/10.24963/ijcai.2020/712

Online Continual Learning from Imbalanced Data. ICML 2020 , 119.

Structured (De) composable Representations Trained with Neural Networks. Artificial Neural Networks in Pattern Recognition. ANNPR 2020. , 12294. doi: https://doi.org/10.1007/978-3-030-58309-5_3

Towards Extracting Absolute Event Timelines from English Clinical Reports. IEEE/ACM Transactions on Audio, Speech, and Language Processing , 28. doi: 10.1109/TASLP.2020.3027201

Structured (De)composable Representations Trained with Neural Networks. Computers doi: https://doi.org/10.3390/computers9040079

Learning Grammar in Confined Worlds. Lecture Notes in Electrical Engineering book series (LNEE) , 704. doi: https://doi.org/10.1007/978-981-15-8395-7_27

Improving Language Understanding in Machines through Anticipation.. From Neuroscience to Artificially Intelligent Systems: From theory to implementation in natural and artificial agents

Decoding Language Spatial Relations to 2D Spatial Arrangements. EMNLP 2020 doi: 10.18653/v1/2020.findings-emnlp.408

Convolutional Generation of Textured 3D Meshes.. NeurIPS 2020

Autoregressive Reasoning over Chains of Facts with Transformers. Proceedings of the 28th International Conference on Computational Linguistics doi: 10.18653/v1/2020.coling-main.610

Are Scene Graphs Good Enough to Improve Image Captioning?. AACL-IJCNLP 2020

Discrete and continuous representations and processing in deep learning: Looking forward. AI Open , 2. doi: 10.1016/j.aiopen.2021.07.002

How Do Simple Transformations of Text and Image Features Impact Cosine-based Semantic Match. Advances in Information Retrieval doi: https://doi.org/10.1007/978-3-030-72113-8_7

Giving Commands to a Self-Driving Car: How to Deal with Uncertain Situations?. Engineering Applications of Artificial Intelligence

Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. EMNLP 2021

A Brief Overview of Universal Sentence Representation Methods: A Linguistic View.. ACM Computing Surveys , 55 issue 1.

How Relevant is Selective Memory Population in Lifelong Language Learning?. , Volume 2: Short Papers.

Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models. Frontiers in Artificial Intelligence , 5. doi: 10.3389/frai.2022.736791

Entropy-based Stability-Plasticity for Lifelong Learning. , Volume 2: Short Papers.

Finding Structural Knowledge in Multimodal-BERT. 60th Annual Meeting of the Association for Computational Linguistics

Evaluation Benchmarks for Spanish Sentence Representations. Thirteenth Language Resources and Evaluation Conference

Learning Sentence-Level Representations with Predictive Coding. Machine Learning and Knowledge Extraction , 1. doi: 10.3390/make5010005

Layout-aware Dreamer for Embodied Visual Referring Expression Grounding. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23)

Online Bias Correction for Task-Free Continual Learning. ICLR 2023

Implicit Temporal Reasoning for Evidence-Based Fact-Checking. The 17th Conference of the European Chapter of the Association for Computational Linguistics , Findings of the Association for Computational Linguistics: EACL 2023.

A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information. Findings of the 61st Annual Meeting of the Association for Computational Linguistics , Findings of the Association for Computational Linguistics: ACL 2023. doi: 10.18653/v1/2023.findings-acl.830

Simulating Task-Free Continual Learning Streams From Existing Datasets . CLVision @ CVPR2023

Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations?. International Joint Conference on Artificial Intelligence

What Can We Learn from the Structures Found in Visual and Language Data and their Correlations?. Modelling and Representing Context. Fourteenth International Workshop on Human-Centric and Contextual Systems

Investigating Neural Fit Approaches for Sentence Embedding Model Paradigms. 26th European Conference on Artificial Intelligence - ECAI 2023

Tuning In to Neural Encoding: Linking Human Brain and Artificial Supervised Representations of Language. 26th European Conference on Artificial Intelligence - ECAI 2023

Causal Factor Disentanglement for Few-Shot Domain Adaptation in Video Prediction. Entropy , 5. doi: 10.3390/e25111554

Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities. Thirty-seventh Conference on Neural Information Processing Systems