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Manuel Vargas Guzmán

2 accepted papers

2024

Testing the limits of logical reasoning in neural and hybrid models

NAACL 2024findings

We study the ability of neural and hybrid models to generalize logical reasoning patterns. We created a series of tests for analyzing various aspects of generalization in the context of language and reasoning, focusing on compositionality and recursiveness. We used them to study the syllogistic logi…

2022

Prepositions Matter in Quantifier Scope Disambiguation

COLING 2022main

Although it is widely agreed that world knowledge plays a significant role in quantifier scope disambiguation (QSD), there has been only very limited work on how to integrate this knowledge into a QSD model. This paper contributes to this scarce line of research by incorporating into a machine learn…