IEEE

Efficient Text Style Transfer Through Robust Masked Language Model and Iterative Inference

Abstract: Emergence of Large Language Models (LLMs) have prompted researchers to exploit the abilities of such models for text style transfer (TST). However, these models are prone to hallucinations ...
IEEE

Large Model Fine-tuning for Suicide Risk Detection Using Iterative Dual-LLM Few-Shot Learning with Adaptive Prompt Refinement for Dataset Expansion

Abstract: An approach to detecting suicide risk in social media posts is presented, addressing the challenges of limited and imbalanced datasets. The proposed workflow combines large language models ...