Demos
- PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement, Preprint. Xin Quan, Marco Valentino, Danilo S. Carvalho, Dhairya Dalal, André Freitas [code]
- Does My Representation Capture X? Probe-Ably, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021). Deborah Ferreira, Julia Rozanova, Mokanarangan Thayaparan, Marco Valentino, André Freitas [code]
Shared Tasks
- SemEval-2024 Task 2: Safe Biomedical Natural Language Inference, Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024 @ NAACL 2024). Mael Jullien, Marco Valentino, André Freitas [website] [competition] [starter kit]
- SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data, Proceedings of the 17th International Workshop on Semantic Evaluation. Best Task Paper Award Honorable Mention (SemEval-2023 @ ACL 2023). Mael Jullien, Marco Valentino, Hannah Frost, Paul O'Regan, Donal Landers, André Freitas [website] [competition] [starter kit]
- TextGraphs 2022 Shared Task on Natural Language Premise Selection, TextGraphs-16: Graph-based Methods for Natural Language Processing (TextGraphs-16 @ COLING 2022). [competition] [code] Marco Valentino, Deborah Ferreira, Mokanarangan Thayaparan, André Freitas, Dmitry Ustalov
- TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration, Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15 @ NAACL 2021). [competition] [code] Mokanarangan Thayaparan, Marco Valentino, Peter Jansen, Dmitry Ustalov