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Elena (Lena) Voita
Elena (Lena) Voita
Research Scientist, FAIR at Meta AI
Correu electrònic verificat a meta.com - Pàgina d'inici
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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
13692019
Context-Aware Neural Machine Translation Learns Anaphora Resolution
E Voita, P Serdyukov, R Sennrich, I Titov
ACL 2018, 2018
3452018
BPE-Dropout: Simple and Effective Subword Regularization
I Provilkov, D Emelianenko, E Voita
ACL 2020, 2019
3112019
Information-Theoretic Probing with Minimum Description Length
E Voita, I Titov
EMNLP 2020, 2020
2772020
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
2552019
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
1862019
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
1592018
Context-Aware Monolingual Repair for Neural Machine Translation
E Voita, R Sennrich, I Titov
EMNLP 2019, 2019
1122019
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
NM Guerreiro, E Voita, AFT Martins
EACL 2023, 2023
1012023
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
E Voita, R Sennrich, I Titov
ACL 2021, 2020
862020
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
ACL 2023, 2023
562023
Neurons in Large Language Models: Dead, N-Gram, Positional
E Voita, J Ferrando, C Nalmpantis
ACL 2024 (findings), 2023
422023
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation
D Dale, E Voita, J Lam, P Hansanti, C Ropers, E Kalbassi, C Gao, ...
EMNLP 2023, 2023
272023
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
272021
Sequence Modeling with Unconstrained Generation Order
D Emelianenko, E Voita, P Serdyukov
NeurIPS 2019, 2019
232019
Information Flow Routes: Automatically Interpreting Language Models at Scale
J Ferrando, E Voita
EMNLP 2024, 2024
172024
Embedding Words in Non-Vector Space with Unsupervised Graph Learning
M Ryabinin, S Popov, L Prokhorenkova, E Voita
EMNLP 2020, 2020
102020
LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models
I Tufanov, K Hambardzumyan, J Ferrando, E Voita
ACL 2024 demo, 2024
72024
Know When To Stop: A Study of Semantic Drift in Text Generation
A Spataru, E Hambro, E Voita, N Cancedda
NAACL 2024, 2024
32024
Proceedings of the First edition of the Workshop on the Scaling Behavior of Large Language Models (SCALE-LLM 2024)
AV Miceli-Barone, F Barez, SB Cohen, E Voita, U Germann, M Lukasik
Proceedings of the First edition of the Workshop on the Scaling Behavior of …, 2024
2024
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