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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 Hits 1 – 20 of 45 1 How Efficiency Shapes Human Language Gibson, Edward; Futrell, Richard; Piantadosi, Steven... In: https://hal.archives-ouvertes.fr/hal-03552539 ; 2022 (2022) BASE Show details 2 When classifying grammatical role, BERT doesn't care about word order... except when it matters ... Papadimitriou, Isabel; Futrell, Richard; Mahowald, Kyle. - : arXiv, 2022 Abstract: Because meaning can often be inferred from lexical semantics alone, word order is often a redundant cue in natural language. For example, the words chopped, chef, and onion are more likely used to convey "The chef chopped the onion," not "The onion chopped the chef." Recent work has shown large language models to be surprisingly word order invariant, but crucially has largely considered natural prototypical inputs, where compositional meaning mostly matches lexical expectations. To overcome this confound, we probe grammatical role representation in English BERT and GPT-2, on instances where lexical expectations are not sufficient, and word order knowledge is necessary for correct classification. Such non-prototypical instances are naturally occurring English sentences with inanimate subjects or animate objects, or sentences where we systematically swap the arguments to make sentences like "The onion chopped the chef". We find that, while early layer embeddings are largely lexical, word order is in fact ... : ACL 2022 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2203.06204 https://dx.doi.org/10.48550/arxiv.2203.06204 BASE Hide details 3 Grammatical cues are largely, but not completely, redundant with word meanings in natural language ... Mahowald, Kyle; Diachek, Evgeniia; Gibson, Edward. - : arXiv, 2022 BASE Show details 4 When Classifying Arguments, BERT Doesn't Care About Word Order. Except When It Matters Papadimitriou, Isabel; Futrell, Richard; Mahowald, Kyle In: Proceedings of the Society for Computation in Linguistics (2022) BASE Show details 5 Efficient communication and the organization of the lexicon Mahowald, Kyle; Dautriche, Isabelle; Braginsky, Mika... In: OUP volume on the Mental Lexicon ; https://hal.archives-ouvertes.fr/hal-03482414 ; OUP volume on the Mental Lexicon, In press, ⟨10.31234/osf.io/4an6v⟩ (2021) BASE Show details 6 Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : arXiv, 2021 BASE Show details 7 A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space ... Jones, Alex; Wang, William Yang; Mahowald, Kyle. - : arXiv, 2021 BASE Show details 8 Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT ... Papadimitriou, Isabel; Chi, Ethan A.; Futrell, Richard. - : arXiv, 2021 BASE Show details 9 Multilingual BERT, Ergativity, and Grammatical Subjecthood ... Papadimitriou, Isabel; Chi, Ethan A.; Futrell, Richard. - : University of Massachusetts Amherst, 2021 BASE Show details 10 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Dryad, 2021 BASE Show details 11 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 12 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 13 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 14 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 15 Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ... Rozner, Joshua; Potts, Christopher; Mahowald, Kyle. - : Zenodo, 2021 BASE Show details 16 A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jones, Alex; Mahowald, Kyle. - : Underline Science Inc., 2021 BASE Show details 17 REPLICATING A FUNDAMENTAL FINDING IN PSYCHOLINGUISTICS: SYNTACTIC PRIMING ... Mahowald, Kyle. - : Open Science Framework, 2021 BASE Show details 18 How (Non-)Optimal is the Lexicon? ... Pimentel, Tiago; Nikkarinen, Irene; Mahowald, Kyle. - : arXiv, 2021 BASE Show details 19 How (Non-)Optimal is the Lexicon? Cotterell, Ryan; Pimentel, Tiago; Nikkarinen, Irene... In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (2021) BASE Show details 20 How (Non-)Optimal is the Lexicon? ... NAACL 2021 2021; Blasi, Damián; Cotterell, Ryan. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3

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