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Elena Voita
Number of Papers:- 19
Number of Citations:- 3
First ACL Paper:- 2018
Latest ACL Paper:- 2024
Venues:-
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EMNLP
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A
NAACL
WS
SCALE-LLM
L
IJCNLP
ACL
C
EACL
WMT
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g
Co-Authors:-
Andre F T Martins
Annette Rios Gonzales
Antonio Valerio Miceli Barone
Ava Spataru
Christoforos Nalmpantis
Similar Authors:-
Bob Frank
Sharada Prasanna Mohanty
Nehal J Wani
Kawin Ethayarajh
Sebastien Jean1
2024
2023
2021
2020
2019
2018
Proceedings of the First edition of the Workshop on the Scaling Behavior of Large Language Models (SCALE-LLM 2024)
SCALE-LLM
WS
Antonio Valerio Miceli-Barone |
Fazl Barez |
Shay Cohen |
Elena Voita |
Ulrich Germann |
Michal Lukasik |
Neurons in Large Language Models: Dead, N-gram, Positional
F
i
n
d
i
n
g
s
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A
C
L
Elena Voita |
Javier Ferrando |
Christoforos Nalmpantis |
Know When To Stop: A Study of Semantic Drift in Text Generation
NAACL
Ava Spataru |
Eric Hambro |
Elena Voita |
Nicola Cancedda |
LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models
ACL
Igor Tufanov |
Karen Hambardzumyan |
Javier Ferrando |
Elena Voita |
Information Flow Routes: Automatically Interpreting Language Models at Scale
EMNLP
Javier Ferrando |
Elena Voita |
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
EACL
Nuno M. Guerreiro |
Elena Voita |
André Martins |
HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation
EMNLP
David Dale |
Elena Voita |
Janice Lam |
Prangthip Hansanti |
Christophe Ropers |
Elahe Kalbassi |
Cynthia Gao |
Loic Barrault |
Marta Costa-jussà |
Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better
ACL
David Dale |
Elena Voita |
Loic Barrault |
Marta R. Costa-jussà |
Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation
ACL
IJCNLP
Elena Voita |
Rico Sennrich |
Ivan Titov |
Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT
EMNLP
Elena Voita |
Rico Sennrich |
Ivan Titov |
BPE-Dropout: Simple and Effective Subword Regularization
ACL
Ivan Provilkov |
Dmitrii Emelianenko |
Elena Voita |
Embedding Words in Non-Vector Space with Unsupervised Graph Learning
EMNLP
Max Ryabinin |
Sergei Popov |
Liudmila Prokhorenkova |
Elena Voita |
Information-Theoretic Probing with Minimum Description Length
EMNLP
Elena Voita |
Ivan Titov |
Context-Aware Monolingual Repair for Neural Machine Translation
EMNLP
Elena Voita |
Rico Sennrich |
Ivan Titov |
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
EMNLP
Elena Voita |
Rico Sennrich |
Ivan Titov |
When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion
ACL
Elena Voita |
Rico Sennrich |
Ivan Titov |
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
ACL
Elena Voita |
David Talbot |
Fedor Moiseev |
Rico Sennrich |
Ivan Titov |
Context-Aware Neural Machine Translation Learns Anaphora Resolution
ACL
Elena Voita |
Pavel Serdyukov |
Rico Sennrich |
Ivan Titov |
A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation
EMNLP
WMT
WS
Mathias Müller |
Annette Rios |
Elena Voita |
Rico Sennrich |
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