Acceptability Judgements via Examining the Topology of Attention Maps. - Daniil Cherniavskii; Eduard Tulchinskii; Vladislav Mikhailov; Irina Proskurina; Laida Kushnareva; Ekaterina Artemova; Serguei Barannikov; Irina Piontkovskaya; Dmitri Piontkovski; Evgeny Burnaev (EMNLP (Findings), 2022)

The Other Side of Compression: Measuring Bias in Pruned Transformers. - Irina Proskurina; Guillaume Metzler; Julien Velcin (IDA, 2023)

Can BERT eat RuCoLA? Topological Data Analysis to Explain. - Irina Proskurina; Irina Piontkovskaya; Ekaterina Artemova (CoRR, 2023)

Mini Minds: Exploring Bebeshka and Zlata Baby Models. - Irina Proskurina; Guillaume Metzler; Julien Velcin (CoRR, 2023)

When Quantization Affects Confidence of Large Language Models? - Irina Proskurina; Luc Brun; Guillaume Metzler; Julien Velcin (NAACL-HLT (Findings), 2024)

HISTOIRESMORALES: A French Dataset for Assessing Moral Alignment. - Thibaud Leteno; Irina Proskurina; Antoine Gourru; Julien Velcin; Charlotte Laclau; Guillaume Metzler; Christophe Gravier (NAACL (Long Papers), 2025)

Histoires Morales: A French Dataset for Assessing Moral Alignment. - Thibaud Leteno; Irina Proskurina; Antoine Gourru; Julien Velcin; Charlotte Laclau; Guillaume Metzler; Christophe Gravier (CoRR, 2025)