Elena Voita - RankMe

38 papers A* 4A 1Journal 19Unranked 14

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	Information Flow Routes: Automatically Interpreting Language Models at Scale. EMNLP Javier Ferrando, Elena Voita
2024	J	`jnl`	Information Flow Routes: Automatically Interpreting Language Models at Scale. CoRR Javier Ferrando, Elena Voita
2024	—	`conf`	Know When To Stop: A Study of Semantic Drift in Text Generation. NAACL-HLT Ava Spataru, Eric Hambro, Elena Voita, Nicola Cancedda
2024	J	`jnl`	Know When To Stop: A Study of Semantic Drift in Text Generation. CoRR Ava Spataru, Eric Hambro, Elena Voita, Nicola Cancedda
2024	—	`conf`	LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models. ACL (3) Igor Tufanov, Karen Hambardzumyan, Javier Ferrando, Elena Voita
2024	J	`jnl`	LM Transparency Tool: Interactive Tool for Analyzing Transformer Language Models. CoRR Igor Tufanov, Karen Hambardzumyan, Javier Ferrando, Elena Voita
2024	—	`conf`	Neurons in Large Language Models: Dead, N-gram, Positional. ACL (Findings) Elena Voita, Javier Ferrando, Christoforos Nalmpantis
2023	—	`conf`	Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better. ACL (1) David Dale, Elena Voita, Loïc Barrault, Marta R. Costa-jussà
2023	A*	`conf`	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, Loïc Barrault, Marta R. Costa-jussà
2023	J	`jnl`	HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation. CoRR David Dale, Elena Voita, Janice Lam, Prangthip Hansanti, Christophe Ropers, Elahe Kalbassi, Cynthia Gao, Loïc Barrault, Marta R. Costa-jussà
2023	A	`conf`	Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation. EACL Nuno Miguel Guerreiro, Elena Voita, André F. T. Martins
2023	J	`jnl`	Neurons in Large Language Models: Dead, N-gram, Positional. CoRR Elena Voita, Javier Ferrando, Christoforos Nalmpantis
2022	J	`jnl`	Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better. CoRR David Dale, Elena Voita, Loïc Barrault, Marta R. Costa-jussà
2022	J	`jnl`	Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation. CoRR Nuno Miguel Guerreiro, Elena Voita, André F. T. Martins
2021	—	`conf`	Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation. ACL/IJCNLP (1) Elena Voita, Rico Sennrich, Ivan Titov
2021	—	`conf`	Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT. EMNLP (1) Elena Voita, Rico Sennrich, Ivan Titov
2021	J	`jnl`	Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT. CoRR Elena Voita, Rico Sennrich, Ivan Titov
2020	J	`jnl`	Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation. CoRR Elena Voita, Rico Sennrich, Ivan Titov
2020	A*	`conf`	BPE-Dropout: Simple and Effective Subword Regularization. ACL Ivan Provilkov, Dmitrii Emelianenko, Elena Voita
2020	—	`conf`	Embedding Words in Non-Vector Space with Unsupervised Graph Learning. EMNLP (1) Max Ryabinin, Sergei Popov, Liudmila Prokhorenkova, Elena Voita
2020	J	`jnl`	Embedding Words in Non-Vector Space with Unsupervised Graph Learning. CoRR Max Ryabinin, Sergei Popov, Liudmila Prokhorenkova, Elena Voita
2020	—	`conf`	Information-Theoretic Probing with Minimum Description Length. EMNLP (1) Elena Voita, Ivan Titov
2020	J	`jnl`	Information-Theoretic Probing with Minimum Description Length. CoRR Elena Voita, Ivan Titov
2019	—	`conf`	Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned. ACL (1) Elena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, Ivan Titov
2019	J	`jnl`	Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned. CoRR Elena Voita, David Talbot, Fedor Moiseev, Rico Sennrich, Ivan Titov
2019	J	`jnl`	BPE-Dropout: Simple and Effective Subword Regularization. CoRR Ivan Provilkov, Dmitrii Emelianenko, Elena Voita
2019	—	`conf`	Context-Aware Monolingual Repair for Neural Machine Translation. EMNLP/IJCNLP (1) Elena Voita, Rico Sennrich, Ivan Titov
2019	J	`jnl`	Context-Aware Monolingual Repair for Neural Machine Translation. CoRR Elena Voita, Rico Sennrich, Ivan Titov
2019	A*	`conf`	Sequence Modeling with Unconstrained Generation Order. NeurIPS Dmitrii Emelianenko, Elena Voita, Pavel Serdyukov
2019	J	`jnl`	Sequence Modeling with Unconstrained Generation Order. CoRR Dmitrii Emelianenko, Elena Voita, Pavel Serdyukov
2019	—	`conf`	The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives. EMNLP/IJCNLP (1) Elena Voita, Rico Sennrich, Ivan Titov
2019	J	`jnl`	The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives. CoRR Elena Voita, Rico Sennrich, Ivan Titov
2019	—	`conf`	When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion. ACL (1) Elena Voita, Rico Sennrich, Ivan Titov
2019	J	`jnl`	When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion. CoRR Elena Voita, Rico Sennrich, Ivan Titov
2018	—	`conf`	A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation. WMT Mathias Müller, Annette Rios, Elena Voita, Rico Sennrich
2018	J	`jnl`	A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine Translation. CoRR Mathias Müller, Annette Rios, Elena Voita, Rico Sennrich
2018	—	`conf`	Context-Aware Neural Machine Translation Learns Anaphora Resolution. ACL (1) Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov
2018	J	`jnl`	Context-Aware Neural Machine Translation Learns Anaphora Resolution. CoRR Elena Voita, Pavel Serdyukov, Rico Sennrich, Ivan Titov