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Lucas Cordeiro

2 accepted papers

2025

Montague semantics and modifier consistency measurement in neural language models

COLING 2025main

This work proposes a novel methodology for measuring compositional behavior in contemporary language embedding models. Specifically, we focus on adjectival modifier phenomena in adjective-noun phrases. In recent years, distributional language representation models have demonstrated great practical s…

2022

Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective

ACL 2022findings

Metamorphic testing has recently been used to check the safety of neural NLP models. Its main advantage is that it does not rely on a ground truth to generate test cases. However, existing studies are mostly concerned with robustness-like metamorphic relations, limiting the scope of linguistic prope…

Cited by 9SourcePDFScholar