Elena Voita

According to our database, Elena Voita authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Information Flow Routes: Automatically Interpreting Language Models at Scale.

Javier Ferrando, Elena Voita

CoRR, 2024

2023

Neurons in Large Language Models: Dead, N-gram, Positional.

Elena Voita, Javier Ferrando, Christoforos Nalmpantis

CoRR, 2023

HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation.

David Dale, Elena Voita, Janice Lam, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Loïc Barrault, Marta R. Costa-jussà

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

Nuno Miguel Guerreiro, Elena Voita, André F. T. Martins

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better.

David Dale, Elena Voita, Loïc Barrault, Marta R. Costa-jussà

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2021

Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT.

Elena Voita, Rico Sennrich, Ivan Titov

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation.

Elena Voita, Rico Sennrich, Ivan Titov

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Information-Theoretic Probing with Minimum Description Length.

Elena Voita, Ivan Titov

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Embedding Words in Non-Vector Space with Unsupervised Graph Learning.

Max Ryabinin, Sergei Popov, Liudmila Prokhorenkova, Elena Voita

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

BPE-Dropout: Simple and Effective Subword Regularization.

Ivan Provilkov, Dmitrii Emelianenko, Elena Voita

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Sequence Modeling with Unconstrained Generation Order.

Dmitrii Emelianenko, Elena Voita, Pavel Serdyukov

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

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

Elena Voita, Rico Sennrich, Ivan Titov

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Context-Aware Monolingual Repair for Neural Machine Translation.

Elena Voita, Rico Sennrich, Ivan Titov

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

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

Elena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, Ivan Titov

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion.

Elena Voita, Rico Sennrich, Ivan Titov

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation.

Mathias Müller, Annette Rios, Elena Voita, Rico Sennrich

Proceedings of the Third Conference on Machine Translation: Research Papers, 2018

Context-Aware Neural Machine Translation Learns Anaphora Resolution.

Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018