Zihao Yi

2 accepted papers

2025

Intent-driven In-context Learning for Few-shot Dialogue State Tracking

ICASSP 2025accepted

Dialogue state tracking (DST) plays an essential role in task-oriented dialogue systems. However, user’s input may contain implicit information, posing significant challenges for DST tasks. Additionally, DST data includes complex information, which not only contains a large amount of noise unrelated…

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2025

Zero-Shot Image Captioning with Multi-type Entity Representations

Delong Zeng, Ying Shen, Man Lin, Zihao Yi, Jiarui Ouyang

AAAI 2025technical

As data and computational resources continue to expand, incorporating a variety of knowledge during the pre-training phase enhances large models, providing them with strong zero-shot capabilities. Due to the alignment of modal features by visual language models, zero-shot image captioning no longer…

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