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Robust Integrated Models for Chinese Predicate-Argument Structure Analysis
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作者 罗彦彦 浅原正幸 松本裕治 《China Communications》 SCIE CSCD 2012年第3期10-18,共9页
Predicate-Argument (PA) structure anal- ysis is often divided into three subtasks: predicate sense disambiguation, argument identification and argument classification mostly been modeled in To date, they have isol... Predicate-Argument (PA) structure anal- ysis is often divided into three subtasks: predicate sense disambiguation, argument identification and argument classification mostly been modeled in To date, they have isolation. However, this approach neglects logical constraints between them. We therefore exploite integrating predicate sense disambiguation with the latter two subtasks respectively, which verifies that the automatic predicate sense disambiguation could help the se- mantic role labeling task. In addition, a dual de- composition algorithm is used to alleviate the er- ror propagation between argument identification subtask and argument classification subtask by benefitting the argument identification subtask greatly. Experiment results show that our ap- proach leads to a better performance with PA a- nalysis than other pipeline approaches. 展开更多
关键词 semantic role labeling PA structureanalysis dual decomposition joint learning
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Research on Environment-Economy CoordinationDevelopment Model
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作者 LI Hong(ShanXi Finance and Economy University, Taiyuan 030006, China) 《Systems Science and Systems Engineering》 CSCD 1999年第1期106-111,共6页
This paper represents the research on the issues of environment-economy coordinationdevelopment from the point of total welfare maximization, by defining environment- economy corrdination development from the angle of... This paper represents the research on the issues of environment-economy coordinationdevelopment from the point of total welfare maximization, by defining environment- economy corrdination development from the angle of the total welfare maximization; Presents corresponding mathematicsmodels; systematically anslyzes different structural modes; Proves that total welfare function is abnormal under linear structure; indicates difficulties in analyzing and researching coordination developmentby means of traditional mathematical analysis. 展开更多
关键词 environment and economy coordination development mathematics model structureanalysis DIFFICULTIES
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