Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor 2021-06 Association for Computational Linguistics Groningen, the Netherlands (online) text conference publication naloma-2021-workshops https://aclanthology.org/2021.naloma-1.0/ Learning General Event Schemas with Episodic Logic Lane Lawley author Benjamin Kuehnert author Lenhart Schubert author 2021-06 text Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor Association for Computational Linguistics Groningen, the Netherlands (online) conference publication lawley-etal-2021-learning https://aclanthology.org/2021.naloma-1.1/ 2021-06 1 6 Applied Medical Code Mapping with Character-based Deep Learning Models and Word-based Logic John Langton author Krishna Srihasam author 2021-06 text Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor Association for Computational Linguistics Groningen, the Netherlands (online) conference publication langton-srihasam-2021-applied https://aclanthology.org/2021.naloma-1.2/ 2021-06 7 11 Attentive Tree-structured Network for Monotonicity Reasoning Zeming Chen author 2021-06 text Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor Association for Computational Linguistics Groningen, the Netherlands (online) conference publication chen-2021-attentive https://aclanthology.org/2021.naloma-1.3/ 2021-06 12 21 Transferring Representations of Logical Connectives Aaron Traylor author Ellie Pavlick author Roman Feiman author 2021-06 text Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor Association for Computational Linguistics Groningen, the Netherlands (online) conference publication traylor-etal-2021-transferring https://aclanthology.org/2021.naloma-1.4/ 2021-06 22 25 Monotonic Inference for Underspecified Episodic Logic Gene Kim author Mandar Juvekar author Lenhart Schubert author 2021-06 text Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor Association for Computational Linguistics Groningen, the Netherlands (online) conference publication kim-etal-2021-monotonic https://aclanthology.org/2021.naloma-1.5/ 2021-06 26 40 Supporting Context Monotonicity Abstractions in Neural NLI Models Julia Rozanova author Deborah Ferreira author Mokanarangan Thayaparan author Marco Valentino author André Freitas author 2021-06 text Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor Association for Computational Linguistics Groningen, the Netherlands (online) conference publication rozanova-etal-2021-supporting https://aclanthology.org/2021.naloma-1.6/ 2021-06 41 50 Bayesian Classification and Inference in a Probabilistic Type Theory with Records Staffan Larsson author Robin Cooper author 2021-06 text Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor Association for Computational Linguistics Groningen, the Netherlands (online) conference publication larsson-cooper-2021-bayesian https://aclanthology.org/2021.naloma-1.7/ 2021-06 51 59 From compositional semantics to Bayesian pragmatics via logical inference Julian Grove author Jean-Philippe Bernardy author Stergios Chatzikyriakidis author 2021-06 text Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor Association for Computational Linguistics Groningen, the Netherlands (online) conference publication grove-etal-2021-compositional https://aclanthology.org/2021.naloma-1.8/ 2021-06 60 70 A (Mostly) Symbolic System for Monotonic Inference with Unscoped Episodic Logical Forms Gene Kim author Mandar Juvekar author Junis Ekmekciu author Viet Duong author Lenhart Schubert author 2021-06 text Proceedings of the 1st and 2nd Workshops on Natural Logic Meets Machine Learning (NALOMA) Aikaterini-Lida Kalouli editor Lawrence S Moss editor Association for Computational Linguistics Groningen, the Netherlands (online) conference publication kim-etal-2021-mostly https://aclanthology.org/2021.naloma-1.9/ 2021-06 71 80