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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)
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2
When classifying grammatical role, BERT doesn't care about word order... except when it matters ...
Papadimitriou, Isabel
;
Futrell, Richard
;
Mahowald, Kyle
. - : arXiv, 2022
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3
Grammatical cues are largely, but not completely, redundant with word meanings in natural language ...
Mahowald, Kyle
;
Diachek, Evgeniia
;
Gibson, Edward
. - : arXiv, 2022
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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)
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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)
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6
Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP ...
Rozner, Joshua
;
Potts, Christopher
;
Mahowald, Kyle
. - : arXiv, 2021
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7
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space ...
Jones, Alex
;
Wang, William Yang
;
Mahowald, Kyle
. - : arXiv, 2021
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8
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT ...
Papadimitriou, Isabel
;
Chi, Ethan A.
;
Futrell, Richard
. - : arXiv, 2021
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9
Multilingual BERT, Ergativity, and Grammatical Subjecthood ...
Papadimitriou, Isabel
;
Chi, Ethan A.
;
Futrell, Richard
. - : University of Massachusetts Amherst, 2021
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10
Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ...
Rozner, Joshua
;
Potts, Christopher
;
Mahowald, Kyle
. - : Dryad, 2021
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11
Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ...
Rozner, Joshua
;
Potts, Christopher
;
Mahowald, Kyle
. - : Zenodo, 2021
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12
Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ...
Rozner, Joshua
;
Potts, Christopher
;
Mahowald, Kyle
. - : Zenodo, 2021
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13
Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ...
Rozner, Joshua
;
Potts, Christopher
;
Mahowald, Kyle
. - : Zenodo, 2021
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14
Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ...
Rozner, Joshua
;
Potts, Christopher
;
Mahowald, Kyle
. - : Zenodo, 2021
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15
Decrypting cryptic crosswords: Semantically complex wordplay puzzles as a target for NLP ...
Rozner, Joshua
;
Potts, Christopher
;
Mahowald, Kyle
. - : Zenodo, 2021
Abstract:
Cryptic crosswords, the dominant crossword variety in the UK, are a promising target for advancing NLP systems that seek to process semantically complex, highly compositional language. Cryptic clues read like fluent natural language but are adversarially composed of two parts: a definition and a wordplay cipher requiring character-level manipulations. Expert humans use creative intelligence to solve cryptics, flexibly combining linguistic, world, and domain knowledge. In this paper, we make two main contributions. First, we present a dataset of cryptic clues as a challenging new benchmark for NLP systems that seek to process compositional language in more creative, human-like ways. After showing that three non-neural approaches and T5, a state-of-the-art neural language model, do not achieve good performance, we make our second main contribution: a novel curriculum approach, in which the model is first fine-tuned on related tasks such as unscrambling words. We also introduce a challenging data split, examine ... : Please see the github repository, github.com/jsrozner/decrypt. ...
Keyword:
compositional
;
crossword
;
cryptic
;
NLP
URL:
https://dx.doi.org/10.5281/zenodo.5676297
https://zenodo.org/record/5676297
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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
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17
REPLICATING A FUNDAMENTAL FINDING IN PSYCHOLINGUISTICS: SYNTACTIC PRIMING ...
Mahowald, Kyle
. - : Open Science Framework, 2021
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18
How (Non-)Optimal is the Lexicon? ...
Pimentel, Tiago
;
Nikkarinen, Irene
;
Mahowald, Kyle
. - : arXiv, 2021
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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)
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20
How (Non-)Optimal is the Lexicon? ...
NAACL 2021 2021
;
Blasi, Damián
;
Cotterell, Ryan
. - : Underline Science Inc., 2021
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