Simin Huang — accepted AI-conference papers

2024

Exploring Label Hierarchy in Dialogue Intent Classification

Simin Huang, Peijie Huang, Yuhong Xu, Jingzhou Liang, Jingde Niu

ICASSP 2024accepted

Dialogue intent classification is a pivotal task in natural language understanding, crucial for effective human-computer interactions. Despite significant progress in structural modeling of dialogues and texts, existing research still has several limitations: intention labels are treated as independ…

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2022

Adjacency Pairs-Aware Hierarchical Attention Networks for Dialogue Intent Classification

Jiabao Xu, Peijie Huang, Youming Peng, Jiande Ding, Boxi Huang, Simin Huang

ICASSP 2022accepted

Dialogue intent classification is a fundamental and essential task in dialogue systems. Although sentence-level and document-level text classification have made dramatic progress in recent years with the help of deep learning technology, dialogue-level classification remains challenging. Dialogue ha…

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