Shenguang Huang — accepted AI-conference papers

2025

LCAN: A Label-Aware Contrastive Attention Network for Multi-Intent Recognition and Slot Filling in Task-Oriented Dialogue Systems

Shuli Zhang, Zhiqiang You, Xiao Xiang Qi, Peng Liu, Gaode Wu, Kan Xia +1

EMNLP 2025

Multi-intent utterances processing remains a persistent challenge due to intricate intent-slot dependencies and semantic ambiguities. Traditional methods struggle to model these complex interactions, particularly when handling overlapping slot structures across multiple intents. This paper introduce

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2023

DTTR: Detecting Text with Transformers

Jing Yang, Zhiqiang You, Zhiwei Zhong, Peng Liu, Langqi Mei, Shenguang Huang

ICASSP 2023accepted

Recently, most transformer-based approaches have achieved considerable success on vision tasks, even better than those with convolution neural networks (CNNs). In this paper, we present a novel transformer-based model, named detecting text with transformers (DTTR), for scene text detection. In DTTR,…

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