• Refine your search:
  • 
    Keyword:
    
    • Computation and Language cs.CL (5)
    • FOS Computer and information sciences (5)
    • [INFO.INFO-CL]Computer Science [cs] / Computation and Language [cs.CL] (2)
    • [INFO]Computer Science [cs] (2)
    • [SHS.LANGUE]Humanities and Social Sciences / Linguistics (2)
    • Computational Linguistics (1)
    • Computers and Society cs.CY (1)
    • Digital Libraries cs.DL (1)
    • H.3.1;H.3.3;I.5.3;I.7.3 (1)
    • Information Retrieval cs.IR (1)
    •   more
  • 
    Creator / Publisher
  • 
    Year:
    
    • 2021 (5)
    • 2020 (4)
    • 2019 (26)
    • 2018 (21)
    • 2017 (3)
    • 2016 (1)
    • 2015 (1)
    • 2014 (2)
    • 2004 (1)
  • 
    Medium
  • 
    Type
  • 
    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 Page: 1 2 3 4 Hits 1 – 20 of 64 1 Survey of business sectors hiring linguists and language professionals ... Gledić, Jelena; Budimirović, Jelena; Đukanović, Maja. - : Zenodo, 2021 BASE Show details 2 Survey of business sectors hiring linguists and language professionals ... Gledić, Jelena; Budimirović, Jelena; Đukanović, Maja. - : Zenodo, 2021 BASE Show details 3 On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning ... Tanti, Marc; van der Plas, Lonneke; Borg, Claudia. - : arXiv, 2021 BASE Show details 4 Data Augmentation for Speech Recognition in Maltese: A Low-Resource Perspective ... Mena, Carlos; DeMarco, Andrea; Borg, Claudia. - : arXiv, 2021 BASE Show details 5 On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Claudia; Gatt, Albert; Tanti, Marc; van der Plas, Lonneke. - : Underline Science Inc., 2021 Abstract: Recent work has shown evidence that the knowledge acquired by multilingual BERT (mBERT) has two components: a language-specific and a language-neutral one. This paper analyses the relationship between them, in the context of fine-tuning on two tasks -- POS tagging and natural language inference -- which require the model to bring to bear different degrees of language-specific knowledge. Visualisations reveal that mBERT loses the ability to cluster representations by language after fine-tuning, a result that is supported by evidence from language identification experiments. However, further experiments on `unlearning' language-specific representations using gradient reversal and iterative adversarial learning are shown not to add further improvement to the language-independent component over and above the effect of fine-tuning. The results presented here suggest that the process of fine-tuning causes a reorganisation of the model's limited representational capacity, enhancing language-independent ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Neural Network URL: https://dx.doi.org/10.48448/y7q4-y097 https://underline.io/lecture/39928-on-the-language-specificity-of-multilingual-bert-and-the-impact-of-fine-tuning BASE Hide details 6 Automatic Removal of Identifying Information in Official EU Languages for Public Administrations: The MAPA Project Gianola, Lucie; Ajausks, Ēriks; Arranz, Victoria... In: Legal Knowledge and Information Systems ; Frontiers in Artificial Intelligence and Applications ; International Conference on Legal Knowledge and Information Systems ; https://hal.archives-ouvertes.fr/hal-03058311 ; International Conference on Legal Knowledge and Information Systems, Dec 2020, Brno, Prague, Czech Republic. pp.223-226, ⟨10.3233/FAIA200869⟩ ; http://ebooks.iospress.nl/volume/legal-knowledge-and-information-systems-jurix-2020-the-thirty-third-annual-conference-brno-czech-republic-december-911-2020 (2020) BASE Show details 7 Annotating for Hate Speech: The MaNeCo Corpus and Some Input from Critical Discourse Analysis ... Assimakopoulos, Stavros; Muskat, Rebecca Vella; van der Plas, Lonneke. - : arXiv, 2020 BASE Show details 8 Compositionality in English deverbal compounds: The role of the head ... Iordăchioaia, Gianina; van der Plas, Lonneke; Jagfeld, Glorianna. - : Zenodo, 2020 BASE Show details 9 Compositionality in English deverbal compounds: The role of the head ... Iordăchioaia, Gianina; van der Plas, Lonneke; Jagfeld, Glorianna. - : Zenodo, 2020 BASE Show details 10 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 11 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 12 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 13 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 14 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 15 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 16 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 17 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 18 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 19 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details 20 Forthcoming: The role of constituents in multiword expressions: An interdisciplinary, cross-lingual perspective Schulte im Walde, Sabine; Smolka, Eva; Springorum, Sylvia. - : Language Science Press, 2019 In: Language Science Press; (2019) BASE Show details Page: 1 2 3 4

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 64 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0