1 code implementation • 6 Nov 2023 • 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.
2 code implementations • 4 Apr 2023 • Irina Proskurina, Irina Piontkovskaya, Ekaterina Artemova
Our results contribute to understanding the behavior of monolingual LMs in the acceptability classification task, provide insights into the functional roles of attention heads, and highlight the advantages of TDA-based approaches for analyzing LMs.
Ranked #1 on Linguistic Acceptability on RuCoLA
1 code implementation • Advances in Intelligent Data Analysis XXI 2023 • Irina Proskurina, Guillaume Metzler, Julien Velcin
Social media platforms have become popular worldwide.
1 code implementation • 19 May 2022 • Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev
The role of the attention mechanism in encoding linguistic knowledge has received special interest in NLP.
Ranked #1 on Linguistic Acceptability on ItaCoLA