Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  introduces the research works of Chinese named entity recognition (CNER) including person name, organization name and location name. To differ from the conventional approaches that usu- ally introduce more about the used algorithms with less discussion about the CNER problem itself, this paper firstly conducts a study of the Chi- nese characteristics and makes a discussion of the different feature sets; then a promising comparison result is shown with the optimized features and concise model. Furthermore, different performances are analyzed of various features and algorithms employed by other researchers. To facil- itate the further researches, this paper provides some formal definitions about the issues in the CNER with potential solutions. Following the SIGHAN bakeoffs, the experiments are performed in the closed track but the problems of the open track tasks are also discussed.
['Aaron Li-Feng Han', 'Derek F. Wong', 'Lidia S. Chao']
I am writing a research paper on a idea Chinese Named Entity Recognition with Conditional Random Fields in the Light of Chinese Characteristics
[{"from": "human", "value": "I am writing a research paper on a idea Chinese Named Entity Recognition with Conditional Random Fields in the Light of Chinese Characteristics"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  introduces the research works of Chinese named entity recognition (CNER) including person name, organization name and location name. To differ from the conventional approaches that usu- ally introduce more about the used algorithms with less discussion about the CNER problem itself, this paper firstly conducts a study of the Chi- nese characteristics and makes a discussion of the different feature sets; then a promising comparison result is shown with the optimized features and concise model. Furthermore, different performances are analyzed of various features and algorithms employed by other researchers. To facil- itate the further researches, this paper provides some formal definitions about the issues in the CNER with potential solutions. Following the SIGHAN bakeoffs, the experiments are performed in the closed track but the problems of the open track tasks are also discussed."}]