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Author

Elia Scapini

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Review Open access 2026

The Evolution of Distributional Semantics for Ancient Greek: From Vector Models to Transformer-Based Approaches – State of the Art and Perspectives on Statement Retrieval

Although these models provide innovative methodologies for addressing semantics in the analysis of Ancient Greek sources, challenges such as limited training data, the absence of shared evaluation standards, and the "black box" nature of deep learning remain significant obstacles.

F. Iezzi, Elia Scapini · 0 citations

Lamba: Mamba State Space Model Adapted to Latin Semantic Retrieval ⋆

Lamba, a novel adaptation of the Mamba State Space Model for semantic retrieval in Latin texts, is presented, highlighting Mamba’s potential for advancing semantic tools in Digital Humanities and open perspectives for extending the methodology to other historical languages.

Elia Scapini, F. Iezzi · 0 citations

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