Marco Valentino

Tutorials

• Neuro-Symbolic Natural Language Processing. Tutorial Accepted at the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025). Suzhou, China. November 2025. Andre Freitas, Marco Valentino, Danilo S. Carvalho
• Reasoning with Natural Language Explanations. Tutorial presented at the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024). Miami, Florida, United States. November 2024. Marco Valentino, Andre Freitas [full recording] [slides] [code and notebooks] [website]

Workshops

• MathNLP 2025: The 3rd Workshop on Mathematical Natural Language Processing, Accepted at the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025). Suzhou, China. November 2025. Marco Valentino, Deborah Ferreira, Mokanarangan Thayaparan, Leonardo Ranaldi, André Freitas [website]
• MathNLP: The 2nd Workshop on Mathematical Natural Language Processing, The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). [website] Marco Valentino, Deborah Ferreira, Mokanarangan Thayaparan, André Freitas
• TextGraphs-17: Graph-based Methods for Natural Language Processing, The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) [website] Dmitry Ustalov, Arti Ramesh, Alexander Panchenko, Andrey Sakhovskiy, Elena Tutubalina, Gerald Penn, Marco Valentino
• MathNLP: The 1st Workshop on Mathematical Natural Language Processing, The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022). Deborah Ferreira, Marco Valentino, André Freitas, Sean Welleck, Moritz Schubotz [website]
• TextGraphs-16: Graph-based Methods for Natural Language Processing, 29th International Conference on Computational Linguistics (COLING 2022). Dmitry Ustalov, Yanjun Gao, Alexander Panchenko, Marco Valentino, Mokanarangan Thayaparan, Thien Huu Nguyen, Gerald Penn, Arti Ramesh, Abhik Jana [website]