Papers with adaptive neural language model
Construction Repetition Reduces Information Rate in Dialogue (2022.aacl-main)
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| Challenge: | We observe that construction usage lowers the information content of utterances. |
| Approach: | They propose to use construction repetition to mitigate information rate in English open-domain spoken dialogues. |
| Outcome: | The proposed method lowers the information content of utterances, while increasing the frequency and density of repetition. |
Dual Mechanism Priming Effects in Hindi Word Order (2022.aacl-main)
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| Challenge: | Existing studies have shown that word order choices can be primed by preceding sentences. |
| Approach: | They propose to model lexical priming and lexically-independent syntactic priming using a logistic regression model. |
| Outcome: | The proposed hypothesis supports multiple cognitive mechanisms . the experimental record shows that lexical priming and lexically-independent priming affect complementary sets of verb classes. |