Proceedings of the 5th Workshop on Natural Logic Meets Machine Learning (NALOMA)

Proceedings of the 5th Workshop on Natural Logic Meets Machine Learning (NALOMA) Lasha Abzianidze editor Valeria de Paiva editor 2025-08 Association for Computational Linguistics Bochum, Germany text conference publication 979-8-89176-287-9 naloma-ws-2025-1 https://aclanthology.org/2025.naloma-1.0/ Unpacking Legal Reasoning in LLMs: Chain-of-Thought as a Key to Human-Machine Alignment in Essay-Based NLU Tasks Yu Ying Chu author Sieh-chuen Huang author Hsuan-Lei Shao author 2025-08 text Proceedings of the 5th Workshop on Natural Logic Meets Machine Learning (NALOMA) Lasha Abzianidze editor Valeria de Paiva editor Association for Computational Linguistics Bochum, Germany conference publication 979-8-89176-287-9 chu-etal-2025-unpacking https://aclanthology.org/2025.naloma-1.1/ 2025-08 1 7 Dataset Creation for Visual Entailment using Generative AI Rob Reijtenbach author Suzan Verberne author Gijs Wijnholds author 2025-08 text Proceedings of the 5th Workshop on Natural Logic Meets Machine Learning (NALOMA) Lasha Abzianidze editor Valeria de Paiva editor Association for Computational Linguistics Bochum, Germany conference publication 979-8-89176-287-9 reijtenbach-etal-2025-dataset https://aclanthology.org/2025.naloma-1.2/ 2025-08 8 17 Implementing a Logical Inference System for Japanese Comparatives Yosuke Mikami author Daiki Matsuoka author Hitomi Yanaka author 2025-08 text Proceedings of the 5th Workshop on Natural Logic Meets Machine Learning (NALOMA) Lasha Abzianidze editor Valeria de Paiva editor Association for Computational Linguistics Bochum, Germany conference publication 979-8-89176-287-9 mikami-etal-2025-implementing https://aclanthology.org/2025.naloma-1.3/ 2025-08 18 32 In the Mood for Inference: Logic-Based Natural Language Inference with Large Language Models Bill Noble author Rasmus Blanck author Gijs Wijnholds author 2025-08 text Proceedings of the 5th Workshop on Natural Logic Meets Machine Learning (NALOMA) Lasha Abzianidze editor Valeria de Paiva editor Association for Computational Linguistics Bochum, Germany conference publication 979-8-89176-287-9 noble-etal-2025-mood https://aclanthology.org/2025.naloma-1.4/ 2025-08 33 47 Building a Compact Math Corpus Andrea Ferreira author 2025-08 text Proceedings of the 5th Workshop on Natural Logic Meets Machine Learning (NALOMA) Lasha Abzianidze editor Valeria de Paiva editor Association for Computational Linguistics Bochum, Germany conference publication 979-8-89176-287-9 ferreira-2025-building https://aclanthology.org/2025.naloma-1.5/ 2025-08 48 55