1 code implementation • 9 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.
no code implementations • 24 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.
no code implementations • 26 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.
1 code implementation • 25 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.