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cs.CL2025
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity
Yuri Kuratov, Mikhail Arkhipov, Aydar Bulatov +1
A range of recent works addresses the problem of compression of sequence of tokens into a shorter sequence of real-valued vectors to be used as inputs instead of token embeddings o…
cs.CL2019★ 261 cited
Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language
Yuri Kuratov, Mikhail Arkhipov
The paper introduces methods of adaptation of multilingual masked language models for a specific language. Pre-trained bidirectional language models show state-of-the-art performan…