• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher:
    
    • Bruni, Elia (5)
    • Hupkes, Dieuwke (3)
    • Anderson, Andrew James (1)
    • Baroni, Marco (1)
    • Baumgärtner, Tim (1)
    • Bernardi, Raffaella (1)
    • Dankers, Verna (1)
    • Fernández, Raquel (1)
    • Jumelet, Jaap (1)
    • Lopopolo, Alessandro (1)
    •   more
  • 
    Year:
    
    • 2021 (1)
    • 2019 (2)
    • 2018 (1)
    • 2015 (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 Hits 1 – 5 of 5 1 Language Modelling as a Multi-Task Problem ... Weber, Lucas; Jumelet, Jaap; Bruni, Elia; Hupkes, Dieuwke. - : arXiv, 2021 Abstract: In this paper, we propose to study language modelling as a multi-task problem, bringing together three strands of research: multi-task learning, linguistics, and interpretability. Based on hypotheses derived from linguistic theory, we investigate whether language models adhere to learning principles of multi-task learning during training. To showcase the idea, we analyse the generalisation behaviour of language models as they learn the linguistic concept of Negative Polarity Items (NPIs). Our experiments demonstrate that a multi-task setting naturally emerges within the objective of the more general task of language modelling.We argue that this insight is valuable for multi-task learning, linguistics and interpretability research and can lead to exciting new findings in all three domains. ... : Accepted for publication at EACL 2021 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/2101.11287 https://dx.doi.org/10.48550/arxiv.2101.11287 BASE Hide details 2 Assessing incrementality in sequence-to-sequence models ... Ulmer, Dennis; Hupkes, Dieuwke; Bruni, Elia. - : arXiv, 2019 BASE Show details 3 Compositionality decomposed: how do neural networks generalise? ... Hupkes, Dieuwke; Dankers, Verna; Mul, Mathijs. - : arXiv, 2019 BASE Show details 4 Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat ... Shekhar, Ravi; Venkatesh, Aashish; Baumgärtner, Tim. - : arXiv, 2018 BASE Show details 5 Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text Anderson, Andrew James; Bruni, Elia; Lopopolo, Alessandro. - : Elsevier BV, 2015 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 5 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0