structural semantic relatedness a knowledgebased method to named entity disambiguation
Báo cáo khoa học: "Structural Semantic Relatedness: A Knowledge-Based Method to Named Entity Disambiguation" potx
... our Structural Seman-tic Relatedness measure. In the end, we leverage the structural semantic relatedness measure for named entity disambiguation and evaluate the performance on the standard ... This paper proposes a knowledge-based method, called Structural Semantic Relatedness (SSR), which can en-hance the named entity disambiguation by capturing and leveraging the structural seman-tic ... the structural semantic relatedness measure for named entity disambiguation. Because the key problem of named entity disambiguation is to measure the similarity between name observations, we...
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Tài liệu Báo cáo khoa học: "A Bootstrapping Approach to Named Entity Classification Using Successive Learners" pdf
... modest recall. As a result, large quantities of NE instances are automatically acquired. An automatically annotated NE corpus can then be constructed by extracting the tagged instances plus ... recall. Then, these rules are applied to a large raw corpus to automatically generate a tagged corpus. Finally, an HMM-based NE tagger is trained using this corpus. There is no iterative learning ... containsDigitAndAlpha, containsDigitAndDash, containsDigitAndSlash, containsDigitAndComma, containsDigitAndPeriod, otherNum, allCaps, capPeriod, initCap, lowerCase, other. 6 Benchmarking and...
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a simple method to synthesize nanowires titanium dioxide from layered titanate particles
... Amongthem, nanoscale TiO2is particularly interesting becausethey have large surface area, leading to a higher poten-tial of application in environment purification, gas sen-sor, and photovoltaic ... method to synthesize nanowires titanium dioxid efrom layered titanate particlesMingdeng Wei*, Yoshinari Konishi, Haoshen Zhou, Hideki Sugihara, Hironori ArakawaNational Institute of Advanced ... TiO2(ST-01, Ishihara SangyoKaisha LTD.) in the stoichiometrical ratio 1:3. The pow-ders were mixed together and repeatedly ground in anagate mortar, and calcined at 1000 °C for 2 h in the air.Synthesis...
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Báo cáo khoa học: "A Framework for Unifying Named Entity Recognition and Disambiguation Extraction Tools" pot
... namely: authenti-cation, scraping, extraction, ontology mapping,store, statistics and web. The authentication en-ables to log in with an OpenID provider and sub-sequently attaches all analysis ... document that will be analyzed and option-ally an identification of the user for recording andsharing the analysis.2 FrameworkNERD is a web application plugged on top ofvarious NLP tools. Its architecture ... order to extract its main tex-tual content. Starting from the raw text, it drivesone or several tools to extract the list of Named Entity, their classification and the URIs that dis-ambiguate...
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Báo cáo khoa học: " Teaching a Weaker Classifier: Named Entity Recognition on Upper Case Text" docx
... easily applicable.This way of teaching a weaker classifier can alsobe used in other domains, where the task is to in-fer, and an abundance of unlabeled datais available. If one possesses a ... Case NERThe features we used can be divided into 2 classes:local and global. Local features are features that arebased on neighboring tokens, as well as the tokenitself. Global features are ... set to 0.Case and Zone: If the tokenstarts with a cap-ital letter (initCaps), then an additional feature (init-Caps, zone) is set to 1. If it is made up of all capitalletters, then (allCaps,...
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Báo cáo khoa học: "Exploring Entity Relations for Named Entity Disambiguation" pot
... and geographic locations) plays an im-portant role in various natural language processingand information retrieval tasks. The goal of Named Entity Disambiguation (NED) is to label a surfaceform ... Computational LinguisticsExploring Entity Relations for Named Entity Disambiguation Danuta PlochDAI-Labor, Technische Universităat BerlinBerlin, Germanydanuta.ploch@dai-labor.deAbstract Named ... returned for each candidateas a disambiguation feature.3.4 Candidate classifier and NIL detectionWe cast NED as a supervised classification task anduse two binary SVM classifiers (Vapnik, 1995)....
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Báo cáo khoa học: "Named Entity Disambiguation in Streaming Data" pdf
... indata streaming scenarios. As an alternative to suchmanual process, a large amount of unlabeled data,augmented with a small amount of (likely) posi-tive examples, can be collected automatically ... Amazonas{agdavis,adrianov,meira,laender}@dcc.ufmg.bralti@dcc.ufam.edu.brAbstractThe named entity disambiguation task is to re-solve the many -to- many correspondence be-tween ambiguous names ... incremental approaches, whichare able to process large-scale streaming data.3 Disambiguation in Streaming DataConsider a stream of messages from a micro-blogchannel such as Twitter and let...
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Development of a method to measure consumer emotions associated with foods
... techniques which areappropriate for the academic laboratory research might not beappropriate for commercial settings of consumer laboratories. Aca-demic laboratory research typically uses student ... chocolate, vanilla ice cream, fried chicken and mashedpotatoes and gravy. Pizza and chocolate produced the strongestemotions based on Analysis of Variance. The terms active, adven-turous, affectionate, ... the laboratory (CLT) and also internet testing. Thomson(2008) has also argued that concepts such as satisfaction are moreappropriate than simple acceptance for commercial products, andthat both...
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A new approach to semantic and syntactic functions of English adjectives – A contrastive analysis with their Vietnamese equivalents
... Nga K 1 1A 30 Graduation paperDeclarationTitle: A new approach to semantic and syntactic functions of English adjectives A contrastive– analysis with their Vietnamese equivalents (Graduation ... stative or dynamic contrast, as it related to adjectives, is largely a semantic one, though as we have seen it also has syntactic implications. 2.2.2 Gradable and non- gradable adjectivesAccording ... only to practical language but also to translation theory, the description of particular language, language typology and the study of language universals. In relation to bilingualism, C .A is...
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