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Elena (Lena) Voita
Elena (Lena) Voita
Research Scientist at Facebook AI Research
Verified email at meta.com - Homepage
Title
Cited by
Cited by
Year
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
E Voita, D Talbot, F Moiseev, R Sennrich, I Titov
ACL 2019, 2019
6182019
Context-Aware Neural Machine Translation Learns Anaphora Resolution
E Voita, P Serdyukov, R Sennrich, I Titov
ACL 2018, 2018
2492018
BPE-Dropout: Simple and Effective Subword Regularization
I Provilkov, D Emelianenko, E Voita
ACL 2020, 2019
1652019
Information-Theoretic Probing with Minimum Description Length
E Voita, I Titov
EMNLP 2020, 2020
1642020
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion
E Voita, R Sennrich, I Titov
ACL 2019, 2019
1452019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
E Voita, R Sennrich, I Titov
EMNLP 2019, 2019
1152019
A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation
M Müller, A Rios, E Voita, R Sennrich
WMT 2018, 61-72, 2018
902018
Context-Aware Monolingual Repair for Neural Machine Translation
E Voita, R Sennrich, I Titov
EMNLP 2019, 2019
702019
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
E Voita, R Sennrich, I Titov
ACL 2021, 2020
342020
Sequence Modeling with Unconstrained Generation Order
D Emelianenko, E Voita, P Serdyukov
NeurIPS 2019, 2019
182019
Embedding Words in Non-Vector Space with Unsupervised Graph Learning
M Ryabinin, S Popov, L Prokhorenkova, E Voita
EMNLP 2020, 2020
82020
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT
E Voita, R Sennrich, I Titov
EMNLP 2021, 2021
72021
Looking for a needle in a haystack: A comprehensive study of hallucinations in neural machine translation
NM Guerreiro, E Voita, AFT Martins
arXiv preprint arXiv:2208.05309, 2022
22022
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better
D Dale, E Voita, L Barrault, MR Costa-jussà
arXiv preprint arXiv:2212.08597, 2022
2022
Unsupervised Discovery of Interpretable Latent Manipulations in Language VAEs
M Ryabinin, A Babenko, E Voita
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Articles 1–15