@inproceedings{f78aa38281ff482f82b014afd951bd39,
title = "Using cognitive model to automatically analyze Chinese predicate",
abstract = "This paper presents an cognitive approach to semantic role labeling in Chinese based on an extension of Construction-Integration (CI) model. The method can implicitly integrate more contextual and general knowledge into the calculating process in contrast with the machine learning methods. First, we define a proposition representation as the basic unit for semantic role labeling using CI model. Then the contextually appropriate propositions will be strengthened and inappropriate ones will be inhibited by simulating the spreading activation of human mind. Finally, experimental results show an encouraging performance on Chinese PropBank (CPB) and other two datasets.",
keywords = "Chinese predicate, Cognitive approach, Construction-Integration model, Semantic role labeling",
author = "Shiqi Li and Tiejun Zhao and Hanjing Li and Shui Liu and Pengyuan Liu",
year = "2010",
doi = "10.1109/NLPKE.2010.5587843",
language = "英语",
isbn = "9781424468966",
series = "Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering, NLP-KE 2010",
booktitle = "Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering, NLP-KE, 2010",
note = "6th International Conference on Natural Language Processing and Knowledge Engineering, NLP-KE 2010 ; Conference date: 21-08-2010 Through 23-08-2010",
}