Aliaksei Severyn

Aliaksei Severyn

Research Areas

Authored Publications
17 results

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    Text Generation with Text-Editing Models
    Aleksandr Chuklin
    Aliaksei Severyn
    Daniil Mirylenka
    Eric Emil Malmi
    Felix Stahlberg
    Jakub Adamek
    Jonathan Stephen Mallinson
    Sebastian Krause
    Shankar Kumar
    Yue Dong
    Proceedings of NAACL 2022, ACL
    Grammatical Error Correction Using Large Multilingual Language Models
    Aliaksei Severyn
    Eric Emil Malmi
    Jonathan Stephen Mallinson
    Sascha Rothe
    Sebastian Krause
    ACL (2021)
    Leveraging Pre-trained Checkpoints for Sequence Generation Tasks
    Sascha Rothe
    Shashi Narayan
    Aliaksei Severyn
    Transactions of the Association for Computational Linguistics, 8 (2020), pp. 264-280
    Unsupervised Text Style Transfer with Padded Masked Language Models
    Aliaksei Severyn
    Eric Emil Malmi
    Sascha Rothe
    EMNLP 2020
    FELIX: Flexible Text-Editing through Tagging and Insertion
    Aliaksei Severyn
    Eric Emil Malmi
    Guillermo Garrido
    Jonathan Stephen Mallinson
    EMNLP (2020)
    Using Audio Transformations to Improve Comprehension in Voice Question Answering
    Aleksandr Chuklin
    Aliaksei Severyn
    Johanne R. Trippas
    Enrique Alfonseca
    Hanna Silen
    Damiano Spina
    Crestani F. et al. (eds) Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2019, Springer, Cham, pp. 164-170
    Encode, Tag, Realize: High-Precision Text Editing
    Eric Malmi
    Sebastian Krause
    Sascha Rothe
    Daniil Mirylenka
    Aliaksei Severyn
    Proc. EMNLP-IJCNLP 2019
    Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities
    Octavian Ganea
    Sylvain Gelly
    Gary Becigneul
    Aliaksei Severyn
    ICML (2019)
    Eval all, trust a few, do wrong to none: Comparing sentence generation models
    Ondřej Cífka
    Aliaksei Severyn
    Enrique Alfonseca
    Katja Filippova
    CoRR, abs/1804.07972 (2018)
    Neural Ranking Models with Weak Supervision
    Mostafa Dehghani
    Hamed Zamani
    Aliaksei Severyn
    Jaap Kamps
    W. Bruce Croft
    Proceedings of The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM (2017)
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