Dezheng Gao

2 accepted papers

2025

ICLER: Intent CLassification with Enhanced Reasoning

Dezheng Gao, Dong Xiaozheng, SHuangtao Yang, Bo Fu

EMNLP 2025

In recent years, intent classification technology based on In-Context Learning (ICL) has made significant progress. However, when applied to enterprise vertical domains, existing methods are inadequate in identifying micro-grained intentions. This study identifies two primary causes of errors in dat

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2025

SCAT: Shared-Convolution Adaptation Tuning for Foreground Segmentation

Kaiwen Li, Dezheng Gao, Zelin Yang, Xing Wei

ICASSP 2025accepted

Fine-tuning a minimal subset of parameters in large well-trained models has emerged as a popular paradigm for transforming prior knowledge to address downstream tasks in computer vision. Although it has shown promising performance in certain vision tasks such as classification, parameter-efficient t…

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