Search Results - Voita, Elena

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  1. 1
    Information Flow Routes: Automatically Interpreting Language Models at Scale

    Information Flow Routes: Automatically Interpreting Language Models at Scale by Ferrando, Javier, Voita, Elena

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  2. 2
    Neurons in Large Language Models: Dead, N-gram, Positional

    Neurons in Large Language Models: Dead, N-gram, Positional by Voita, Elena, Ferrando, Javier, Nalmpantis, Christoforos

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  3. 3
    Information-Theoretic Probing with Minimum Description Length

    Information-Theoretic Probing with Minimum Description Length by Voita, Elena, Titov, Ivan

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  4. 4
    LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models

    LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models by Tufanov, Igor, Hambardzumyan, Karen, Ferrando, Javier, Voita, Elena

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  5. 5
    Know When To Stop: A Study of Semantic Drift in Text Generation

    Know When To Stop: A Study of Semantic Drift in Text Generation by Spataru, Ava, Hambro, Eric, Voita, Elena, Cancedda, Nicola

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  6. 6
    Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT

    Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT by Voita, Elena, Sennrich, Rico, Titov, Ivan

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  7. 7
    Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation

    Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation by Guerreiro, Nuno M, Voita, Elena, Martins, André F T

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  8. 8
    Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation

    Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation by Voita, Elena, Sennrich, Rico, Titov, Ivan

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  9. 9
    Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better

    Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better by Dale, David, Voita, Elena, Barrault, Loïc, Costa-jussà, Marta R

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  10. 10
    BPE-Dropout: Simple and Effective Subword Regularization

    BPE-Dropout: Simple and Effective Subword Regularization by Provilkov, Ivan, Emelianenko, Dmitrii, Voita, Elena

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  11. 11
    Sequence Modeling with Unconstrained Generation Order

    Sequence Modeling with Unconstrained Generation Order by Emelianenko, Dmitrii, Voita, Elena, Serdyukov, Pavel

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  12. 12
    Context-Aware Monolingual Repair for Neural Machine Translation

    Context-Aware Monolingual Repair for Neural Machine Translation by Voita, Elena, Sennrich, Rico, Titov, Ivan

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  13. 13
    The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives

    The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives by Voita, Elena, Sennrich, Rico, Titov, Ivan

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  14. 14
    HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation

    HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation by Dale, David, Voita, Elena, Lam, Janice, Hansanti, Prangthip, Ropers, Christophe, Kalbassi, Elahe, Gao, Cynthia, Barrault, Loïc, Costa-jussà, Marta R

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  15. 15
    When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion

    When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion by Voita, Elena, Sennrich, Rico, Titov, Ivan

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  16. 16
    Embedding Words in Non-Vector Space with Unsupervised Graph Learning

    Embedding Words in Non-Vector Space with Unsupervised Graph Learning by Ryabinin, Max, Popov, Sergei, Prokhorenkova, Liudmila, Voita, Elena

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  17. 17
    Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned

    Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned by Voita, Elena, Talbot, David, Moiseev, Fedor, Sennrich, Rico, Titov, Ivan

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  18. 18
    A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation

    A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation by Müller, Mathias, Rios, Annette, Voita, Elena, Sennrich, Rico

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  19. 19
    Context-Aware Neural Machine Translation Learns Anaphora Resolution

    Context-Aware Neural Machine Translation Learns Anaphora Resolution by Voita, Elena, Serdyukov, Pavel, Sennrich, Rico, Titov, Ivan

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