Lena Voita

Lena Voita, a Ph.D. student and former research scientist at Yandex, shares her insights on NLP and machine translation. She discusses her research on the source and target contributions in neural translation models and explores information-theoretic probing using minimum description length. Lena also delves into the evolution of representations in Transformers and the complexities of language models, including challenges like hallucinations and exposure bias. Additionally, she highlights her comprehensive NLP course designed to foster deeper understanding in the field.