Lena Voita
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Neurons in Large Language Models: Dead, N-gram, Positional
Elena Voita
, Javier Ferrando, Christoforos Nalmpantis
paper
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
Nuno Guerreiro,
Elena Voita
, André Martins
EACL 2023
paper
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT
Elena Voita
, Rico Sennrich, Ivan Titov
EMNLP 2021
paper
blog
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
Elena Voita
, Rico Sennrich, Ivan Titov
ACL 2021
paper
code
blog
Embedding Words in Non-Vector Space with Unsupervised Graph Learning
Max Ryabinin, Sergei Popov, Liudmila Prokhorenkova,
Elena Voita
EMNLP 2020
paper
code
Information-Theoretic Probing with Minimum Description Length
Elena Voita
and Ivan Titov
EMNLP 2020
paper
code
blog
BPE-Dropout: Simple and Effective Subword Regularization
Ivan Provilkov, Dmitrii Emelianenko,
Elena Voita
ACL 2020
paper
code
Sequence Modeling with Unconstrained Generation Order
Dmitrii Emelianenko,
Elena Voita
, Pavel Serdyukov
NeurIPS 2019
paper
code
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Elena Voita
, Rico Sennrich, Ivan Titov
EMNLP 2019
paper
blog
Context-Aware Monolingual Repair for Neural Machine Translation
Elena Voita
, Rico Sennrich, Ivan Titov
EMNLP 2019
paper
code
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
ACL 2019
paper
code
blog
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
ACL 2019
paper
code
blog
Context-Aware Neural Machine Translation Learns Anaphora Resolution
Elena Voita
, Pavel Serdyukov, Rico Sennrich, Ivan Titov
ACL 2018
paper
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
WMT 2018
paper
code