• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher
  • 
    Year
  • 
    Medium:
    
    • Online (6)
  • 
    Type:
    
    • Article (6)
  • 
    BLLDB-Access

Search in the Catalogues and Directories

All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 6 of 6 1 The Helsinki submission to the AmericasNLP shared task ... Vázquez, Raúl; Scherrer, Yves; Virpioja, Sami. - : Zenodo, 2021 BASE Show details 2 The Helsinki submission to the AmericasNLP shared task ... Vázquez, Raúl; Scherrer, Yves; Virpioja, Sami. - : Zenodo, 2021 BASE Show details 3 On the differences of Bert and MT encoder spaces and how to address them in translation tasks ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; Celikkanat, Hande; Creutz, Mathias. - : Underline Science Inc., 2021 BASE Show details 4 An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Creutz, Mathias; Raganato, Alessandro; Tiedemann, Jorg; Vazquez, Raul. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.664/ Abstract: Zero-shot translations is a fascinating feature of Multilingual Neural Machine Translation (MNMT) systems. These MNMT models are usually trained on English-centric data, i.e. English either as the source or target language, and with a language label prepended to the input indicating the target language. However, recent work has highlighted several flaws of these models in zero-shot scenarios where language labels are ignored and the wrong language is generated or different runs show highly unstable results. In this paper, we investigate the benefits of an explicit alignment to language labels in Transformer-based MNMT models in the zero-shot context, by jointly training one cross attention head with word alignment supervision to stress the focus on the target language label. We compare and evaluate several MNMT systems on three multilingual MT benchmarks of different sizes, showing that simply supervising one cross attention head ... Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Machine translation; Natural Language Processing URL: https://underline.io/lecture/37650-an-empirical-investigation-of-word-alignment-supervision-for-zero-shot-multilingual-neural-machine-translation https://dx.doi.org/10.48448/tjkw-ct40 BASE Hide details 5 A Systematic Study of Inner-Attention-Based Sentence Representations in Multilingual Neural Machine Translation Vázquez, Raúl; Raganato, Alessandro; Creutz, Mathias... In: Computational Linguistics, Vol 46, Iss 2, Pp 387-424 (2020) (2020) BASE Show details 6 Multilingual NMT with a language-independent attention bridge ... Vázquez, Raúl; Raganato, Alessandro; Tiedemann, Jörg. - : arXiv, 2018 BASE Show details

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 0 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 0 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 0 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 6 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0