Search Results for author: Songyan Teng

Found 2 papers, 0 papers with code

Predicting Affective States from Screen Text Sentiment

no code implementations23 Aug 2024 Songyan Teng, Tianyi Zhang, Simon D'Alfonso, Vassilis Kostakos

We employed linear regression, zero-shot, and multi-shot prompting using a large language model (LLM) to analyse relationships between screen text and affective states.

Language Modelling Large Language Model +1

Leveraging LLMs to Predict Affective States via Smartphone Sensor Features

no code implementations11 Jul 2024 Tianyi Zhang, Songyan Teng, Hong Jia, Simon D'Alfonso

Our findings reveal that LLMs can make promising predictions of affect measures using solely smartphone sensing data.

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