Author

Chong Teng

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#natural language process... Preprint Oct 2026

PAT: A Personality-Driven Augmentation and Transfer Learning Framework for Depression Detection on Social Media

Depression is a prevalent mental disorder that affects millions worldwide, with early detection crucial for effective intervention. While exist?ing methods have achieved promising results in automated depression detection, they face two key limitations: (1) noise in post screening: symptom-based semantic screening is e...

Shen Zheng, Yu-Zhe Ding, Xiao-Hui Liang et al. · 0 citations

#natural language process... Preprint Sep 2026

ReCite: Agentic Reasoning for Faithful Citation

It is argued that accurate citation requires a shift from similarity-based search to active, claim-level reasoning, and proposed ReCite, a decoupled agentic framework that orchestrates location perception, intent-aware query planning, and reflective verification.

Yu-Yang Huang, Bobo Li, Jia-Jia Song et al. · 0 citations

#natural language process... Preprint Aug 2026

MMDS-Bench: Benchmarking Multimodal Large Language Models on Dynamic Stance in Social Media Interactions

This work introduces MMDS-Bench, a diagnostic benchmark for multimodal dynamic stance classification in social media parent-reply interactions, and evaluates 12 closed-source and open-source multimodal large language models and proposed reference-grounded LLM-judge protocol for assessing reasoning quality.

Yuzhe Ding, Kang He, Li Zheng et al. · 0 citations