← Authors

Elena Voita

22 papers · 2018–2024 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (9) πŸ—ΊοΈ Taxonomy Completionist (43) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (6) 🌟 Keyword Trendsetter Combo (3) πŸ”¬ Deep Specialist (14) 🀝 Dynamic Duo (11) πŸ’Ž Century Club (22) πŸ“ˆ Trend Setter ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (100)

Conferences

ACL (8) EMNLP (8) IJCNLP (3) EACL (1) NAACL (1) NIPS (1)

Top co-authors

Rico Sennrich (11) Ivan Titov (11) Javier Ferrando (3) Loic Barrault (2) Dmitrii Emelianenko (2) Pavel Serdyukov (2) David Dale (2) Marta R. Costa-jussΓ  (2) Christoforos Nalmpantis (1) Cynthia Gao (1)

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