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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 5 Hits 1 – 20 of 82 1 Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ... Wu, Zhengxuan; Liu, Nelson F.; Potts, Christopher. - : arXiv, 2021 Abstract: There is growing evidence that pretrained language models improve task-specific fine-tuning not just for the languages seen in pretraining, but also for new languages and even non-linguistic data. What is the nature of this surprising cross-domain transfer? We offer a partial answer via a systematic exploration of how much transfer occurs when models are denied any information about word identity via random scrambling. In four classification tasks and two sequence labeling tasks, we evaluate baseline models, LSTMs using GloVe embeddings, and BERT. We find that only BERT shows high rates of transfer into our scrambled domains, and for classification but not sequence labeling tasks. Our analyses seek to explain why transfer succeeds for some tasks but not others, to isolate the separate contributions of pretraining versus fine-tuning, and to quantify the role of word frequency. These findings help explain where and why cross-domain transfer occurs, which can guide future studies and practical fine-tuning ... : 16 pages, 5 figures, preprint ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2104.08410 https://arxiv.org/abs/2104.08410 BASE Hide details 2 Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : arXiv, 2021 BASE Show details 3 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Dryad, 2021 BASE Show details 4 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 5 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 6 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 7 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 8 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 9 Relevance-guided Supervision for OpenQA with ColBERT ... 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; Khattab, Omar; Potts, Christopher. - : Underline Science Inc., 2021 BASE Show details 10 Reliable Characterizations of NLP Systems as a Social Responsibility ... 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; Potts, Christopher. - : Underline Science Inc., 2021 BASE Show details 11 DynaSent: A Dynamic Benchmark for Sentiment Analysis ... 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; Geiger, Atticus; Kiela, Douwe. - : Underline Science Inc., 2021 BASE Show details 12 Keynote 3 # Speaker: Chris Potts ... 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; Potts, Christopher. - : Underline Science Inc., 2021 BASE Show details 13 A probabilistic pragmatics for English singular some Esposito, Lewis; Potts, Christopher In: Semantics and Linguistic Theory; Proceedings of SALT 30; 22-42 ; 2163-5951 (2021) BASE Show details 14 Learning Compositional Negation in Populations of Roth-Erev and Neural Agents ... Todd, Graham; Steinert-Threlkeld, Shane; Potts, Christopher. - : arXiv, 2020 BASE Show details 15 Modeling Subjective Assessments of Guilt in Newspaper Crime Narratives ... Kreiss, Elisa; Wang, Zijian; Potts, Christopher. - : arXiv, 2020 BASE Show details 16 Relevance-guided Supervision for OpenQA with ColBERT ... Khattab, Omar; Potts, Christopher; Zaharia, Matei. - : arXiv, 2020 BASE Show details 17 Disrupting the Dominant Discourse: Exploring the Mentoring Experiences of Latinx Community College Students Crisp, Gloria; Doran, Erin; Carales, Vincent D.... In: Education Publications (2020) BASE Show details 18 Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation ... Geiger, Atticus; Richardson, Kyle; Potts, Christopher. - : arXiv, 2020 BASE Show details 19 No Vacuous Quantification Constraints in Syntax Potts, Christopher In: North East Linguistics Society (2020) BASE Show details 20 Communication-based Evaluation for Natural Language Generation Newman, Benjamin; Cohn-Gordon, Reuben; Potts, Christopher In: Proceedings of the Society for Computation in Linguistics (2020) BASE Show details Page: 1 2 3 4 5

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