output
20132025
most citedThe discriminative functional mixture model for a comparative analysis of bike sharing systems

164 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.CLShow all

4 papers · 1 filter

cs.CL2024★ 14 cited

Natural Language Querying System Through Entity Enrichment

Joshua Amavi, Mirian Halfeld Ferrari, Nicolas Hiot

This paper focuses on a domain expert querying system over databases. It presents a solution designed for a French enterprise interested in offering a natural language interface fo…

cs.CL2024

When Quantization Affects Confidence of Large Language Models?

Irina Proskurina, Luc Brun, Guillaume Metzler +1

Recent studies introduced effective compression techniques for Large Language Models (LLMs) via post-training quantization or low-bit weight representation. Although quantized weig…

cs.CL2023★ 1 cited

Mini Minds: Exploring Bebeshka and Zlata Baby Models

Irina Proskurina, Guillaume Metzler, Julien Velcin

In this paper, we describe the University of Lyon 2 submission to the Strict-Small track of the BabyLM competition. The shared task is created with an emphasis on small-scale langu…

cs.CL2023★ 3 cited

Can BERT eat RuCoLA? Topological Data Analysis to Explain

Irina Proskurina, Irina Piontkovskaya, Ekaterina Artemova

This paper investigates how Transformer language models (LMs) fine-tuned for acceptability classification capture linguistic features. Our approach uses the best practices of topol…