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Sandra Avila

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#artificial intelligence Preprint Sep 2026

Does Linguistic Structure Enrichment Enhance Coherence Assessment? Not With Current Architectures

This work investigates whether enriching text with syntactic and rhetorical information can improve incoherence prediction, and shows that plain texts achieved higher accuracy because the added information was structurally and syntactically incompatible with the language model's architecture.

V. Mazzotti, Luiz Pereira, Marina Bitencourt dos Santos et al. · 0 citations
#artificial intelligence Review Aug 2026

Language Models for Portuguese: A Systematic Mapping Study

A systematic mapping study of language models developed for Portuguese, providing a comprehensive overview of the current state of the field and analyzing the evolution and relationships among these models through a phylogenetic perspective.

J. Silva, Carlos Caetano, H. Maia et al. · 0 citations

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