NLPExplorer

Elena Voita

Number of Papers:- 19

Number of Citations:- 3

First ACL Paper:- 2018

Latest ACL Paper:- 2024

Venues:-

EMNLP

NAACL

SCALE-LLM

IJCNLP

ACL

EACL

WMT

Co-Authors:-

Andre F T Martins

Annette Rios Gonzales

Antonio Valerio Miceli Barone

Ava Spataru

Christoforos Nalmpantis

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Proceedings of the First edition of the Workshop on the Scaling Behavior of Large Language Models (SCALE-LLM 2024) SCALE-LLM WS

Neurons in Large Language Models: Dead, N-gram, Positional F i n d i n g s - 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

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

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 |