most citedLess but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2025

EmoPerso: Enhancing Personality Detection with Self-Supervised Emotion-Aware Modelling

Lingzhi Shen, Xiaohao Cai, Yunfei Long +3

Personality detection from text is commonly performed by analysing users' social media posts. However, existing methods heavily rely on large-scale annotated datasets, making it ch…

cs.CL2025★ 1 cited

Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection

Lingzhi Shen, Yunfei Long, Xiaohao Cai +3

Personality detection automatically identifies an individual's personality from various data sources, such as social media texts. However, as the parameter scale of language models…

cs.CL2025

LL4G: Self-Supervised Dynamic Optimization for Graph-Based Personality Detection

Lingzhi Shen, Yunfei Long, Xiaohao Cai +4

Graph-based personality detection constructs graph structures from textual data, particularly social media posts. Current methods often struggle with sparse or noisy data and rely…