Elena Voita
22 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
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Conference Polyglot
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(6)
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Conferences
ACL (8)
EMNLP (8)
IJCNLP (3)
EACL (1)
NAACL (1)
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Top co-authors
Keywords
neural machine translation
(11)
machine translation
(6)
representation learning
(4)
document-level translation
(4)
context-aware translation
(3)
transformer architecture
(3)
source contribution
(3)
hallucination detection
(3)
token influence
(2)
layerwise relevance propagation
(2)
monolingual repair
(2)
masked language modeling
(2)
attention head
(2)
target contribution
(2)
mutual information
(2)
language modeling
(2)
canonical correlation analysis
(2)
language model
(2)
pronoun translation
(2)
cross-lingual embedding
(1)
Papers
Information Flow Routes: Automatically Interpreting Language Models at Scale
EMNLP 2024
Know When To Stop: A Study of Semantic Drift in Text Generation
NAACL 2024
Neurons in Large Language Models: Dead, N-gram, Positional
ACL 2024
LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models
ACL 2024
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation
EMNLP 2023
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
EACL 2023
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better
ACL 2023
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
ACL 2021
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT
EMNLP 2021
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
IJCNLP 2021
BPE-Dropout: Simple and Effective Subword Regularization
ACL 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning
EMNLP 2020
Information-Theoretic Probing with Minimum Description Length
EMNLP 2020
Context-Aware Monolingual Repair for Neural Machine Translation
EMNLP 2019
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion
ACL 2019
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
ACL 2019
Sequence Modeling with Unconstrained Generation Order
NIPS 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
EMNLP 2019
Context-Aware Monolingual Repair for Neural Machine Translation
IJCNLP 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
IJCNLP 2019
A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation
EMNLP 2018
Context-Aware Neural Machine Translation Learns Anaphora Resolution
ACL 2018