Search Results for author: Nikolas McNeal

Found 2 papers, 2 papers with code

Relating Human Perception of Musicality to Prediction in a Predictive Coding Model

2 code implementations29 Oct 2022 Nikolas McNeal, Jennifer Huang, Aniekan Umoren, Shuqi Dai, Roger Dannenberg, Richard Randall, Tai Sing Lee

Our findings suggest that predictability is correlated with human perception of musicality and that a predictive coding neural network trained on music can be used to characterize the features and motifs contributing to human perception of music.

Self-Supervised Learning

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again

1 code implementation16 Mar 2022 Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su

In this paper, we present the first systematic and comprehensive study to compare the few-shot performance of GPT-3 in-context learning with fine-tuning smaller (i. e., BERT-sized) PLMs on two highly representative biomedical information extraction tasks, named entity recognition and relation extraction.

In-Context Learning Model Selection +5

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