| 2026 | AAAI | FineVAU: A Novel Human-Aligned Benchmark for Fine-Grained Video Anomaly Understanding. | Joo Alexandre Cardeira Pereira, Vasco Lopes, Joo Neves, David Semedo |
| 2026 | EACL | VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval. | Diogo Glria-Silva, David Semedo, Joo Magalhes |
| 2026 | LREC | PHEB: An European Portuguese High School-Level LLM Benchmark. | Diogo C. Tavares, Rafael Ferreira, Afonso Simplcio, Gonalo Vinagre, Ana Carolina Condez, Ins Calvo, Ins Vieira, David Semedo, Joo Magalhes |
| 2025 | EMNLP | Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations. | Diogo Tavares, David Semedo, Alexander Rudnicky, Joo Magalhes |
| 2025 | EPIA | Unveiling MicroRNA Biomarkers for Breast Cancer Sub-typing Using Discriminative Models. | Joo Mota, Jos Romano, Ana Rita Grosso, Joo Conde, Brbara Mendes, David Semedo |
| 2025 | IBPRIA | Towards Event-Driven Evaluation of Surveillance Video Understanding Using Natural Language. | Joo Pereira, Vasco Lopes, Joo Neves, David Semedo |
| 2024 | EACL | Plan-Grounded Large Language Models for Dual Goal Conversational Settings. | Diogo Glria-Silva, Rafael Ferreira, Diogo Tavares, David Semedo, Joo Magalhes |
| 2024 | EMNLP | Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants. | Rafael Ferreira, David Semedo, Joo Magalhes |
| 2024 | EMNLP | Show and Guide: Instructional-Plan Grounded Vision and Language Model. | Diogo Glria-Silva, David Semedo, Joo Magalhes |
| 2023 | EPIA | Task Conditioned BERT for Joint Intent Detection and Slot-Filling. | Diogo Tavares, Pedro Azevedo, David Semedo, Ricardo Gamelas Sousa, Joo Magalhes |
| 2023 | SIGIR | Rating Prediction in Conversational Task Assistants with Behavioral and Conversational-Flow Features. | Rafael Ferreira, David Semedo, Joo Magalhes |
| 2023 | SIGIR | Learning to Ask Questions for Zero-shot Dialogue State Tracking. | Diogo Tavares, David Semedo, Alexander Rudnicky, Joo Magalhes |
| 2023 | SIGdial | Grounded Complex Task Segmentation for Conversational Assistants. | Rafael Ferreira, David Semedo, Joo Magalhes |
| 2023 | SIGdial | The Wizard of Curiosities: Enriching Dialogues with Fun Facts. | Frederico Vicente, Rafael Ferreira, David Semedo, Joo Magalhes |
| 2022 | IBPRIA | Temporal Convolutional Networks for Robust Face Liveness Detection. | Ruslan Padnevych, David Carmo, David Semedo, Joo Magalhes |
| 2022 | MMSys | NewsImages: addressing the depiction gap with an online news dataset for text-image rematching. | Andreas Lommatzsch, Benjamin Kille, zlem zgbek, Yuxiao Zhou, Jelena Tesic, Cludio Bartolomeu, David Semedo, Lidia Pivovarova, Mingliang Liang, Martha A. Larson |
| 2021 | ECIR | Open-Domain Conversational Search Assistant with Transformers. | Rafael Ferreira, Mariana Leite, David Semedo, Joo Magalhes |
| 2021 | WWW | Towards Open-domain Vision and Language Understanding with Wikimedia. | David Semedo |
| 2019 | ECIR | Dynamic-Keyword Extraction from Social Media. | David Semedo, Joo Magalhes |