2 papers
cs.CL2026
Give it Space! Explicit Disentangling of Positional and Semantic Representations in Encoders
Pierre-Antoine Lequeu, Camille Barboule, Benjamin Piwowarski
Positional encoding (PE) underpins how permutation-invariant Transformers represent sequence order, yet how positional information is processed and stored remains poorly understood…
cs.CL2026
The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations
Pierre-Antoine Lequeu, Léo Labat, Laurène Cave +3
LLMs are ubiquitous in modern NLP, and while their applicability extends to texts produced for democratic activities such as online deliberations or large-scale citizen consultatio…