基本信息
浏览量:346
![](https://originalfileserver.aminer.cn/sys/aminer/icon/show-trajectory.png)
个人简介
My primary research interest is in unsupervised learning of linguistic structure, both by humans and by machines. Historically I have worked mainly with probabilistic (especially Bayesian) models, which are useful for exploring the kinds of structures and constraints that are needed to support linguistic generalizations. More recently I have also been working with neural network models, and models combining NN and Bayesian aspects. Areas I am particularly interested in include
Computational models of early language acquisition in humans (speech perception, phonetics, phonologogy, morphology, and word segmentation).
Joint learning (of morphology/syntax, phonology/morphology, word segmentation/phonetics, prosody/syntax, syntax/semantics, etc).
Analysis of the learned representations and behaviour of deep learning models.
Nonparametric Bayesian models as applied to language.
Computational approaches to the study of language use and processing, including computational historical and sociolinguistics.
Computational models of early language acquisition in humans (speech perception, phonetics, phonologogy, morphology, and word segmentation).
Joint learning (of morphology/syntax, phonology/morphology, word segmentation/phonetics, prosody/syntax, syntax/semantics, etc).
Analysis of the learned representations and behaviour of deep learning models.
Nonparametric Bayesian models as applied to language.
Computational approaches to the study of language use and processing, including computational historical and sociolinguistics.
研究兴趣
论文共 171 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
CoRR (2024)
引用0浏览0EI引用
0
0
Language Resources and Evaluation (2024): 1-50
CoRRpp.1-5, (2023)
CoRR (2023): 10597-10611
Conference of the International Speech Communication Association (2023): 2968-2972
Conference of the International Speech Communication Associationpp.2633-2637, (2023)
Cognitive scienceno. 7 (2023)
加载更多
作者统计
#Papers: 170
#Citation: 7717
H-Index: 41
G-Index: 85
Sociability: 6
Diversity: 2
Activity: 25
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn