• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher
  • 
    Year
  • 
    Medium
  • 
    Type
  • 
    BLLDB-Access:
    • free (56)
    • subject to license (2)

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 Hits 1 – 20 of 56 1 Abolitionist Networks: Modeling Language Change in Nineteenth-Century Activist Newspapers ... Soni, Sandeep; Klein, Lauren; Eisenstein, Jacob. - : Harvard Dataverse, 2021 BASE Show details 2 Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer ... Turc, Iulia; Lee, Kenton; Eisenstein, Jacob. - : arXiv, 2021 BASE Show details 3 Learning to Recognize Dialect Features ... NAACL 2021 2021; Clark, Jonathan; Demszky, Dorottya. - : Underline Science Inc., 2021 BASE Show details 4 Abolitionist Networks: Modeling Language Change in Nineteenth-Century Activist Newspapers ... Soni, Sandeep; Klein, Lauren; Eisenstein, Jacob. - : arXiv, 2021 BASE Show details 5 Tuiteamos o pongamos un tuit? Investigating the Social Constraints of Loanword Integration in Spanish Social Media ... Stewart, Ian; Yang, Diyi; Eisenstein, Jacob. - : arXiv, 2021 BASE Show details 6 Tuiteamos o pongamos un tuit? Investigating the Social Constraints of Loanword Integration in Spanish Social Media Stewart, Ian; Yang, Diyi; Eisenstein, Jacob In: Proceedings of the Society for Computation in Linguistics (2021) BASE Show details 7 Will it Unblend? Pinter, Yuval; Jacobs, Cassandra L; Eisenstein, Jacob In: Proceedings of the Society for Computation in Linguistics (2021) Abstract: Natural language processing systems often struggle with out-of-vocabulary (OOV) terms, which do not appear in training data. Blends, such as *innoventor*, are one particularly challenging class of OOV, as they are formed by fusing together two or more bases that relate to the intended meaning in unpredictable manners and degrees. In this work, we run experiments on a novel dataset of English OOV blends to quantify the difficulty of interpreting the meanings of blends by large-scale contextual language models such as BERT. We first show that BERT's processing of these blends does not fully access the component meanings, leaving their contextual representations semantically impoverished. We find this is mostly due to the loss of characters resulting from blend formation. Then, we assess how easily different models can recognize the structure and recover the origin of blends, and find that context-aware embedding systems outperform character-level and context-free embeddings, although their results are still far from satisfactory. Keyword: blends; compounds; Computational Linguistics; contextual-models; oov; out-of-vocabulary; portmanteaux; segmentation URL: https://scholarworks.umass.edu/scil/vol4/iss1/62 https://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1189&context=scil BASE Hide details 8 Abolitionist Networks: Modeling Language Change in Nineteenth-Century Activist Newspapers ... Soni, Sandeep; Klein, Lauren; Eisenstein, Jacob. - : Harvard Dataverse, 2020 BASE Show details 9 Learning to Recognize Dialect Features ... Demszky, Dorottya; Sharma, Devyani; Clark, Jonathan H.. - : arXiv, 2020 BASE Show details 10 How We Do Things With Words: Analyzing Text as Social and Cultural Data Nguyen, Dong; Liakata, Maria; DeDeo, Simon... In: Front Artif Intell (2020) BASE Show details 11 Sentiment analysis of German Twitter Sidarenka, Uladzimir [Verfasser]; Stede, Manfred [Akademischer Betreuer]; Eisenstein, Jacob [Gutachter]. - Potsdam : Universität Potsdam, 2019 DNB Subject Category Language Show details 12 Sentiment analysis of German Twitter Sidarenka, Uladzimir; Stede, Manfred (Akademischer Betreuer); Eisenstein, Jacob (Akademischer Betreuer). - Potsdam, 2019 UB Frankfurt Linguistik Show details 13 Introduction to natural language processing Eisenstein, Jacob. - Cambridge, Massachusets : The MIT Press, 2019 BLLDB UB Frankfurt Linguistik Show details 14 The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ... Liu, Fei; Zettlemoyer, Luke; Eisenstein, Jacob. - : arXiv, 2019 BASE Show details 15 Discovering Sociolinguistic Associations with Structured Sparsity ... Eisenstein, Jacob; Smith, Noah A.; Xing, Eric P.. - : Figshare, 2018 BASE Show details 16 Making "fetch" happen: The influence of social and linguistic context on nonstandard word growth and decline ... Stewart, Ian; Eisenstein, Jacob. - : arXiv, 2018 BASE Show details 17 Sí o no, què penses? Catalonian Independence and Linguistic Identity on Social Media ... Stewart, Ian; Pinter, Yuval; Eisenstein, Jacob. - : arXiv, 2018 BASE Show details 18 Mind Your POV: Convergence of Articles and Editors Towards Wikipedia's Neutrality Norm ... Pavalanathan, Umashanthi; Han, Xiaochuang; Eisenstein, Jacob. - : arXiv, 2018 BASE Show details 19 Making "fetch" happen: The influence of social and linguistic context on nonstandard word growth and decline ... Stewart, Ian; Eisenstein, Jacob. - : arXiv, 2017 BASE Show details 20 #anorexia, #anarexia, #anarexyia: Characterizing Online Community Practices with Orthographic Variation ... Stewart, Ian; Chancellor, Stevie; De Choudhury, Munmun. - : arXiv, 2017 BASE Show details Page: 1 2 3

Mobile view All Catalogues UB Frankfurt Linguistik 2 IDS Mannheim 0 OLC Linguistik 3 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 1 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 2 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 1 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 49 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0