Zobrazeno 1 - 10
of 151
pro vyhledávání: '"ZHAO SiYang"'
Autor:
Liu, Han, Zhao, Siyang, Zhang, Xiaotong, Zhang, Feng, Wang, Wei, Ma, Fenglong, Chen, Hongyang, Yu, Hong, Zhang, Xianchao
Few-shot and zero-shot text classification aim to recognize samples from novel classes with limited labeled samples or no labeled samples at all. While prevailing methods have shown promising performance via transferring knowledge from seen classes t
Externí odkaz:
http://arxiv.org/abs/2405.03565
Autor:
Liu, Han, Zhang, Feng, Zhang, Xiaotong, Zhao, Siyang, Ma, Fenglong, Wu, Xiao-Ming, Chen, Hongyang, Yu, Hong, Zhang, Xianchao
Distribution estimation has been demonstrated as one of the most effective approaches in dealing with few-shot image classification, as the low-level patterns and underlying representations can be easily transferred across different tasks in computer
Externí odkaz:
http://arxiv.org/abs/2303.16764
Publikováno v:
In Separation and Purification Technology 19 January 2025 353 Part A
Multi-label aspect category detection allows a given review sentence to contain multiple aspect categories, which is shown to be more practical in sentiment analysis and attracting increasing attention. As annotating large amounts of data is time-con
Externí odkaz:
http://arxiv.org/abs/2206.13980
A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism
Zero-shot intent classification is a vital and challenging task in dialogue systems, which aims to deal with numerous fast-emerging unacquainted intents without annotated training data. To obtain more satisfactory performance, the crucial points lie
Externí odkaz:
http://arxiv.org/abs/2206.02179
Autor:
Ren, Hanwen, Zhao, Siyang, Mu, Jian, Wang, Wei, Yu, Wanshui, Wang, Feng, Han, Zhiyun, Li, Zhihui, Li, Qingmin, Wang, Jian
Publikováno v:
In Microelectronics Reliability November 2024 162
Publikováno v:
In Engineering Failure Analysis 15 March 2025 170
Publikováno v:
In Surface & Coatings Technology 15 October 2024 493 Part 2
Publikováno v:
In Chemico-Biological Interactions 25 August 2024 399
Intent classification (IC) and slot filling (SF) are critical building blocks in task-oriented dialogue systems. These two tasks are closely-related and can flourish each other. Since only a few utterances can be utilized for identifying fast-emergin
Externí odkaz:
http://arxiv.org/abs/2110.13691