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2019 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT)最新文献

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ICICT 2019 Author Index ICICT 2019作者索引
2019 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT) Pub Date : 2019-03-01 DOI: 10.1109/infoct.2019.8711136
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引用次数: 0
Syntactico-Semantic Reasoning using PCFG, MEBN & PP Attachment Ambiguity 基于PCFG、MEBN和PP附件歧义的句法语义推理
2019 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT) Pub Date : 2018-09-20 DOI: 10.1109/icict46931.2019.8977712
Shrinivasan Patnaikuni, S. Gengaje
{"title":"Syntactico-Semantic Reasoning using PCFG, MEBN & PP Attachment Ambiguity","authors":"Shrinivasan Patnaikuni, S. Gengaje","doi":"10.1109/icict46931.2019.8977712","DOIUrl":"https://doi.org/10.1109/icict46931.2019.8977712","url":null,"abstract":"Probabilistic context free grammars (PCFG) have been the core of the probabilistic reasoning based parsers for several years especially in the context of the NLP. Multi entity Bayesian networks (MEBN) a First Order Logic probabilistic reasoning methodology is widely adopted and used method for uncertainty reasoning. Further upper ontology like Probabilistic Ontology Web Language (PR-OWL) built using MEBN takes care of probabilistic ontologies which model and capture the uncertainties inherent in the domain's semantic information. The paper attempts to establish a link between probabilistic reasoning in PCFG and MEBN by proposing a formal description of PCFG driven by MEBN leading to the usage of PR-OWL modeled ontologies in PCFG parsers. Furthermore, the paper outlines an approach to resolve the prepositional phrase (PP) attachment ambiguity using the proposed mapping between PCFG and MEBN.","PeriodicalId":412668,"journal":{"name":"2019 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128926498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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