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An Instance Based Learning Model for Classification in Data Streams with Concept Change 概念变化数据流中基于实例的分类学习模型
2012 11th Mexican International Conference on Artificial Intelligence Pub Date : 2012-10-27 DOI: 10.1109/MICAI.2012.22
D. Torres, J. Aguilar-Ruiz, Yanet Rodríguez
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引用次数: 11
Recognizing Textual Entailment with a Semantic Edit Distance Metric 基于语义编辑距离度量的文本蕴涵识别
2012 11th Mexican International Conference on Artificial Intelligence Pub Date : 2012-10-01 DOI: 10.1109/MICAI.2012.29
Miguel Rios, Alexander Gelbukh
{"title":"Recognizing Textual Entailment with a Semantic Edit Distance Metric","authors":"Miguel Rios, Alexander Gelbukh","doi":"10.1109/MICAI.2012.29","DOIUrl":"https://doi.org/10.1109/MICAI.2012.29","url":null,"abstract":"We present a Recognizing Textual Entailment(RTE) system based on different similarity metrics. The metrics used are string-based metrics and the Semantic Edit Distance Metric, which is proposed in this paper to address limitations of known semantic-based metrics and to support the decisions made by a simple method based on lexical similarity metrics.We add the scores of the metrics as features for a machine learning algorithm. The performance of our system is comparable with the average performance of the Recognizing Textual Entailment Challenges, though lower than that of the state-of-the-art methods.","PeriodicalId":348369,"journal":{"name":"2012 11th Mexican International Conference on Artificial Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129344823","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: 14
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