Language models can reinforce Chomsky's generative linguistics through formal generative capacity, discovery procedures, and the Minimalist Program, and generative linguistics can guide LM evaluation.
A case for deep learning in semantics
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abstract
Pater's target article builds a persuasive case for establishing stronger ties between theoretical linguistics and connectionism (deep learning). This commentary extends his arguments to semantics, focusing in particular on issues of learning, compositionality, and lexical meaning.
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cs.CL 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
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On the Compatibility of Generative AI and Generative Linguistics
Language models can reinforce Chomsky's generative linguistics through formal generative capacity, discovery procedures, and the Minimalist Program, and generative linguistics can guide LM evaluation.