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combined syntactic and semantic kernels for text classification

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Tài liệu Báo cáo khoa học: "Syntactic and Semantic Kernels for Short Text Pair Categorization" docx

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... 2009.c2009 Association for Computational Linguistics Syntactic and Semantic Kernels for Short Text Pair CategorizationAlessandro MoschittiDepartment of Computer Science and EngineeringUniversity ... Basili, and S. Manandhar.2007. Exploiting syntactic and shallow semantic kernels for question/answer classification. In ACL’07, Prague,Czech Republic.A. Moschitti. 2006. Making Tree Kernels ... used for questions and for answers, weused (and summed together) the same kernels ex-cept for those based on PASs, which are only usedon answers.4.1.1 DatasetsTo train and test our text...
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Báo cáo khoa học: "An Ensemble Model that Combines Syntactic and Semantic Clustering for Discriminative Dependency Parsing" pptx

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... for Computational Linguistics:shortpapers, pages 710–714,Portland, Oregon, June 19-24, 2011.c2011 Association for Computational LinguisticsAn Ensemble Model that Combines Syntactic and Semantic ... 39.55Table 1: For each test section and model, the number in thefirst/second row is the unlabeled-accuracy/unlabeled-complete-correct. See the text for more explanation.(TOP(S-14(PP-2 (IN-1 For) (NP-10 ... parsing errors for each model and the ensemble. For each dependent to head depen-1code.google.com/p/berkeleyparser2Sentences of the Penn Treebank were excluded from the text used for the clustering.3people.csail.mit.edu/maestro/papers/bllip-clusters.gz4Terry...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Exploiting Syntactic and Shallow Semantic Kernels for Question/Answer Classification" docx

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... Efficient convolution kernels for depen-dency and constituent syntactic trees. In ECML’06.S. Quarteroni and S. Manandhar. 2006. User modelling for Adaptive Question Answering and Information Retrieval. ... introduces a viable ap-proach based on tree kernels. 3 Syntactic and Semantic Kernels for Text As mentioned above, encoding syntactic/ semantic information represented by means of tree structuresin ... Republic, June 2007.c2007 Association for Computational LinguisticsExploiting Syntactic and Shallow Semantic Kernels for Question/Answer ClassificationAlessandro MoschittiUniversity of Trento38050...
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Tài liệu Báo cáo khoa học: "Syntactic and Semantic Transfer with F-Structures*" pptx

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... over feature structures for transfer, see (Emele and Dorna, 1998). 2For presentational purposes we leave out morpho- syntactic information in f-structures here and in the fol- lowing examples. ... (Kay et al., 1994; Caspari and Schmid, 1994) which uses terms as a quasi- semantic representation for transfer and gener- ation. The translation between f-structures and terms is based on the ... can be converted into sets of terms and vice versa} F-structure 1For motivation why we prefer term representations PRED features and their " ;semantic form" values are given special...
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Tài liệu Báo cáo khoa học: "Prosodic Aids to Syntactic and Semantic Analysis of Spoken English" ppt

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... that the input move is lexically correct and tries to obtain a parse for it, employing syntactic and semantic relaxation techniques for handling ill-formed sentences (Huang 1988). If no acceptable ... used to limit the range of syntactic pos- sibilities and the parser will align tone group and move syntactic boundaries at a later stage. By integrating syntax and semantics, the Parser is ... noun group in certain context. 117 Prosodic Aids to Syntactic and Semantic Analysis of Spoken English Chris Rowles and Xiuming Huang AI Systems Section Australia and Overseas Telecommunications...
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An Event-Related fMRI Study of Syntactic and Semantic Violations potx

An Event-Related fMRI Study of Syntactic and Semantic Violations potx

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... t-test) greater for one violation type than the other (i.e.,syntax bad–syntax good Ͼ semantics bad–semantics good, and semanticsSyntax and Semantics with fMRI 351INTRODUCTION For more than a ... temporal and tem-poral-parietal) and encoding and/ or retrieval of semantic information(medial temporal regions and the left prefrontal cortex).The temporal lobe is known to be involved in semantic ... underlie semantic memory more generally, bothin the encoding and retrieval of information, and in its long-term storage.358 Newman et al.An Event-Related fMRI Study of Syntactic and Semantic...
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Báo cáo khoa học:

Báo cáo khoa học: "Using Lexical Dependency and Ontological Knowledge to Improve a Detailed Syntactic and Semantic Tagger of English" pot

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... a very simple setof features: the article before; the POS before and after; the preposition before and after, and the syntactic category before and after the word be-ing labeled. The features ... Association for Computational LinguisticsUsing Lexical Dependency and Ontological Knowledge to Improve aDetailed Syntactic and Semantic Tagger of EnglishAndrew FinchNiCT∗-ATR†Kyoto, Japanandrew.finch@atr.jpEzra ... accurate syntactic information; however, it isnot necessarily constrained to accept this choiceof syntax. Rather, it is able to decide both syn-tax and semantics while taking semantic contextinto...
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Báo cáo khoa học: "Verb Classification using Distributional Similarity in Syntactic and Semantic Structures" pdf

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... 43(3):209–226.Stephan Bloehdorn and Alessandro Moschitti. 2007a. Combined syntactic and semantic kernels for text clas-sification. In Gianni Amati, Claudio Carpineto, and Gianni Romano, editors, ... Bloehdorn and Alessandro Moschitti. 2007b.Structure and semantics for expressive text kernels. In CIKM’07: Proceedings of the sixteenth ACM con-ference on Conference on information and knowledgemanagement, ... for opti-mally combining lexical and syntactic constraints isstill far for being accomplished. In particular, the ex-haustive design and experimentation of lexical and syntactic features for...
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Báo cáo khoa học:

Báo cáo khoa học: "Word classification based on combined measures of distributional and semantic similarity" docx

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... knowledge for processing thesemantics of words and documents. However,maintaining a thesaurus so that it sufficientlycovers the lexicon of novel text data requires alot of time and effort, which ... relativeimprovement).ReferencesE.Alfonseca and S.Manandhar. 2002. Extending aLexical Ontology by a Combination of Distribu-tional Semantics Signatures. Proceedings ofEKAW-2002:1-7.A.Budanitsky and G.Hirst. 2001. Semantic ... co-occurence statistics for semi-automatic semantic lexicon construction. Proceedings of COLING-ACL:1110-1116.E.Riloff and J.Sheppard. 1997. A corpus-based T-proach for building semantic lexicons....
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Tài liệu Báo cáo

Tài liệu Báo cáo " DETERMINING FLOW ENERGY AND EROSION COEFFICIENT FOR CLASSIFICATION OF POTENTIAL EROSION IN BINH DINH PROVINCE " ppt

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... from 5800 to 5900). The reclassification was carried out for upstream protection land (UPL), production forest land (PFL), convertible land (CL), cultivated land and plain as shown in Table ... erosion potential of the convertible land area in Binh Dinh (in reality, the upstream protection land and the production forest land had been planned for growing forests, so there is no need to take ... potential mainly distributes on the convertible land, the upstream protection land, and the production forest land. However, we have only researched and categorized the erosion potential in Binh...
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