Voita, Elena

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

Voita, E., Talbot, D., Moiseev, F., Sennrich, R., & Titov, I. (2019) · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

Topic ModelingNatural Language Processing Techniques

Cited by 1,146

Information-Theoretic Probing with Minimum Description Length

Voita, E., & Titov, I. (2020) · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Topic ModelingNatural Language Processing Techniques

Cited by 251

Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation

Guerreiro, N. M., Voita, E., & Martins, A. (2023) · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics

Natural Language Processing TechniquesTopic Modeling

Cited by 63

The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives

Voita, E., Sennrich, R., & Titov, I. (2019) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 17