• Refine your search:
  • 
    Keyword:
    
    • word embeddings (3)
    • embeddings alignment (2)
    • machine learning (2)
    • terminology alignment (2)
    • Computation and Language cs.CL (1)
    • English language (1)
    • FOS Computer and information sciences (1)
    • Slovenian language (1)
    • Sprache, Linguistik (1)
    • evaluation (1)
    •   more
  • 
    Creator / Publisher:
    
    • Repar, Andraž (7)
    • Pollak, Senja (4)
    • Ulčar, Matej (3)
    • Ljubešić, Nikola (2)
    • Martinc, Matej (2)
    • Robnik-Šikonja, Marko (2)
    • Shumakov, Andrej (2)
    • Arhar Holdt, Špela (1)
    • Armendariz, Carlos (1)
    • Armendariz, Carlos S. (1)
    •   more
  • 
    Year
  • 
    Medium:
    
    • Online (7)
    • Print (1)
  • 
    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 Hits 1 – 8 of 8 1 Word-embedding based bilingual terminology alignment ... Repar, Andraž; Martinc, Matej; Ulčar, Matej. - : Zenodo, 2021 BASE Show details 2 Aligning Estonian and Russian news industry keywords with the help of subtitle translations and an environmental thesaurus ... Repar, Andraž; Shumakov, Andrej. - : Zenodo, 2021 BASE Show details 3 Word-embedding based bilingual terminology alignment ... Repar, Andraž; Martinc, Matej; Ulčar, Matej; Pollak, Senja. - : Zenodo, 2021 Abstract: The ability to accurately align concepts between languages can provide significant benefits in many practical applications. In this paper, we extend a machine learning approach using dictionary and cognate-based features with novel cross-lingual embedding features using pretrained fastText embeddings. We use the tool VecMap to align the embeddings between Slovenian and English and then for every word calculate the top 3 closest word embeddings in the opposite language based on cosine distance. These alignments are then used as features for the machine learning algorithm. With one configuration of the input parameters, we managed to improve the overall F-score compared to previous work, while another configuration yielded improved precision (96%) at a cost of lower recall. Using embedding-based features as a replacement for dictionary-based features provides a significant benefit: while a large bilingual parallel corpus is required to generate the Giza++ word alignment lists, no such data is required for ... Keyword: embeddings alignment; machine learning; terminology alignment; word embeddings URL: https://zenodo.org/record/5547982 https://dx.doi.org/10.5281/zenodo.5547982 BASE Hide details 4 Aligning Estonian and Russian news industry keywords with the help of subtitle translations and an environmental thesaurus ... Repar, Andraž; Shumakov, Andrej. - : Zenodo, 2021 BASE Show details 5 Corpus of Written Standard Slovene Gigafida 2.0 Krek, Simon; Erjavec, Tomaž; Repar, Andraž. - : Centre for Language Resources and Technologies, University of Ljubljana, 2021 BASE Show details 6 SimLex-999 Slovenian translation SimLex-999-sl 1.0 Pollak, Senja; Vulić, Ivan; Pelicon, Andraž. - : University of Ljubljana, 2021 BASE Show details 7 Evaluation of contextual embeddings on less-resourced languages ... Ulčar, Matej; Žagar, Aleš; Armendariz, Carlos S.. - : arXiv, 2021 BASE Show details 8 Reproduction, replication, analysis and adaptation of a term alignment approach [<Journal>] Repar, Andraž [Verfasser]; Martinc, Matej [Verfasser]; Pollak, Senja [Verfasser] DNB Subject Category Language Show details

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 0 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 1 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 7 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0