Laurent Vanni

List of John Benjamins publications in which Laurent Vanni is involved.

Article

Vanni, Laurent, Sofiane Haris and Damon Mayaffre 2025 Corpus-driven analysis using Convolutional Neural Networks with Multi-Head Attention Mathematical Modelling in Linguistics and Text Analysis: Theory and applications, Pawłowski, Adam, Sheila Embleton, Jan Mačutek and Aris Xanthos (eds.), pp. 207–216 | Chapter

This paper addresses challenges associated with the interpretability of deep learning classification models, particularly relevant for researchers in the humanities. A proposed methodological framework integrates corpus-driven approaches and interpretable deep learning architectures, resulting… read more