Search Results for author: Huiyao Chen

Found 4 papers, 2 papers with code

Semantic Role Labeling: A Systematical Survey

1 code implementation9 Feb 2025 Huiyao Chen, Meishan Zhang, Jing Li, Min Zhang, Lilja Øvrelid, Jan Hajič, Hao Fei

Semantic role labeling (SRL) is a central natural language processing (NLP) task aiming to understand the semantic roles within texts, facilitating a wide range of downstream applications.

Semantic Role Labeling Survey

Dynamic Token Reduction during Generation for Vision Language Models

no code implementations24 Jan 2025 Xiaoyu Liang, Chaofeng Guan, Jiaying Lu, Huiyao Chen, Huan Wang, Haoji Hu

Vision-Language Models (VLMs) have achieved notable success in multimodal tasks but face practical limitations due to the quadratic complexity of decoder attention mechanisms and autoregressive generation.

Decoder Token Reduction

LLM-Driven Multimodal Opinion Expression Identification

no code implementations26 Jun 2024 Bonian Jia, Huiyao Chen, Yueheng Sun, Meishan Zhang, Min Zhang

We introduce a novel multimodal OEI (MOEI) task, integrating text and speech to mirror real-world scenarios.

text-to-speech Text to Speech

Retrieval-style In-Context Learning for Few-shot Hierarchical Text Classification

1 code implementation25 Jun 2024 Huiyao Chen, Yu Zhao, Zulong Chen, Mengjia Wang, Liangyue Li, Meishan Zhang, Min Zhang

Hierarchical text classification (HTC) is an important task with broad applications, while few-shot HTC has gained increasing interest recently.

Contrastive Learning few-shot-htc +8

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