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cs.CL2024★ 1 cited
Recent Advancements and Challenges of Turkic Central Asian Language Processing
Yana Veitsman, Mareike Hartmann
Research in NLP for Central Asian Turkic languages - Kazakh, Uzbek, Kyrgyz, and Turkmen - faces typical low-resource language challenges like data scarcity, limited linguistic reso…
cs.CL2024★ 2 cited
The Expressive Capacity of State Space Models: A Formal Language Perspective
Yash Sarrof, Yana Veitsman, Michael Hahn
Recently, recurrent models based on linear state space models (SSMs) have shown promising performance in language modeling (LM), competititve with transformers. However, there is l…