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Nikita Martynov

2 accepted papers

2024

MERA: A Comprehensive LLM Evaluation in Russian

ACL 2024long

Over the past few years, one of the most notable advancements in AI research has been in foundation models (FMs), headlined by the rise of language models (LMs). However, despite researchers’ attention and the rapid growth in LM application, the capabilities, limitations, and associated risks still…

2024

On the Way to Lossless Compression of Language Transformers: Exploring Cross-Domain Properties of Quantization

COLING 2024main

Modern Transformers achieved impressive results on various Natural Language Processing tasks over the last few years. The one downside of this success is the size of these models. Huge capacity, which sometimes surpasses billions of parameters, improves generalization abilities, but makes it difficu…