• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher
  • 
    Year:
    
    • 2021 (12)
    • 2020 (1)
    • 2019 (2)
    • 2018 (1)
  • 
    Medium:
    
    • Online (16)
  • 
    Type:
    
    • Article (11)
    • Miscellaneous (5)
  • 
    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 – 16 of 16 1 Using the Interpolated Maze Task to Assess Incremental Processing in English Relative Clauses Vani, Pranali; Wilcox, Ethan Gotlieb; Levy, Roger In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021) BASE Show details 2 Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations Wilcox, Ethan; Levy, Roger P; Futrell, Richard In: Association for Computational Linguistics (2021) BASE Show details 3 SyntaxGym: An Online Platform for Targeted Evaluation of Language Models Gauthier, Jon; Hu, Jennifer; Wilcox, Ethan... In: Association for Computational Linguistics (2021) BASE Show details 4 Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization Wilcox, Ethan; Thrush, Tristan; Levy, Roger In: Association for Computational Linguistics (2021) BASE Show details 5 Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study An, Aixiu; Qian, Peng; Wilcox, Ethan... In: Association for Computational Linguistics (2021) BASE Show details 6 SyntaxGym: An Online Platform for Targeted Evaluation of Language Models Gauthier, Jon; Hu, Jennifer; Wilcox, Ethan... In: Association for Computational Linguistics (2021) BASE Show details 7 Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models Wilcox, Ethan; Futrell, Richard; Qian, Peng; Levy, Roger; Kohita, Ryosuke; Ballesteros, Miguel In: Association for Computational Linguistics (2021) Abstract: Humans can learn structural properties about a word from minimal experience, and deploy their learned syntactic representations uniformly in different grammatical contexts. We assess the ability of modern neural language models to reproduce this behavior in English and evaluate the effect of structural supervision on learning outcomes. First, we assess few-shot learning capabilities by developing controlled experiments that probe models’ syntactic nominal number and verbal argument structure generalizations for tokens seen as few as two times during training. Second, we assess invariance properties of learned representation: the ability of a model to transfer syntactic generalizations from a base context (e.g., a simple declarative active-voice sentence) to a transformed context (e.g., an interrogative sentence). We test four models trained on the same dataset: an n-gram baseline, an LSTM, and two LSTM-variants trained with explicit structural supervision (Dyer et al., 2016; Charniak et al., 2016). We find that in most cases, the neural models are able to induce the proper syntactic generalizations after minimal exposure, often from just two examples during training, and that the two structurally supervised models generalize more accurately than the LSTM model. All neural models are able to leverage information learned in base contexts to drive expectations in transformed contexts, indicating that they have learned some invariance properties of syntax. URL: https://hdl.handle.net/1721.1/138280 BASE Hide details 8 Structural Supervision Improves Learning of Non-Local Grammatical Dependencies Wilcox, Ethan; Qian, Peng; Futrell, Richard... In: Association for Computational Linguistics (2021) BASE Show details 9 What do RNN Language Models Learn about Filler–Gap Dependencies? Wilcox, Ethan; Levy, Roger; Morita, Takashi... In: Association for Computational Linguistics (2021) BASE Show details 10 A Targeted Assessment of Incremental Processing in Neural Language Models and Humans ... 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; Levy, Roger; Vani, Pranali. - : Underline Science Inc., 2021 BASE Show details 11 A Targeted Assessment of Incremental Processing in Neural LanguageModels and Humans ... Wilcox, Ethan Gotlieb; Vani, Pranali; Levy, Roger P.. - : arXiv, 2021 BASE Show details 12 Which Presuppositions are Subject to Contextual Felicity Constraints? Wilcox, Ethan Gotlieb In: Semantics and Linguistic Theory; Proceedings of SALT 31; 345-364 ; 2163-5951 (2021) BASE Show details 13 A Systematic Assessment of Syntactic Generalization in Neural Language Models ... Hu, Jennifer; Gauthier, Jon; Qian, Peng. - : arXiv, 2020 BASE Show details 14 Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations ... Wilcox, Ethan; Levy, Roger; Futrell, Richard. - : arXiv, 2019 BASE Show details 15 Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study ... An, Aixiu; Qian, Peng; Wilcox, Ethan. - : arXiv, 2019 BASE Show details 16 RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency ... Futrell, Richard; Wilcox, Ethan; Morita, Takashi. - : 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 16 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0