Irina Proskurina

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Lossy Compression

Intelligent Data Analysis

Topological Features

Top Venues

EMNLP (Findings)

Publications

Irina Proskurina, Luc Brun, Guillaume Metzler, Julien Velcin
When Quantization Affects Confidence of Large Language Models? CoRR (2024)
Irina Proskurina, Guillaume Metzler, Julien Velcin
The Other Side of Compression: Measuring Bias in Pruned Transformers. IDA (2023)
Irina Proskurina, Irina Piontkovskaya, Ekaterina Artemova
Can BERT eat RuCoLA? Topological Data Analysis to Explain. CoRR (2023)
Irina Proskurina, Guillaume Metzler, Julien Velcin
Mini Minds: Exploring Bebeshka and Zlata Baby Models. CoRR (2023)
Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev
Acceptability Judgements via Examining the Topology of Attention Maps. CoRR (2022)
Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev
Acceptability Judgements via Examining the Topology of Attention Maps. EMNLP (Findings) (2022)