... 2009.c2009 Association for Computational Linguistics Syntactic andSemanticKernelsfor Short Text Pair CategorizationAlessandro MoschittiDepartment of Computer Science and EngineeringUniversity ... Basili, and S. Manandhar.2007. Exploiting syntacticand shallow semantic kernels for question/answer classification. In ACL’07, Prague,Czech Republic.A. Moschitti. 2006. Making Tree Kernels ... used for questions andfor 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...
... for Computational Linguistics:shortpapers, pages 710–714,Portland, Oregon, June 19-24, 2011.c2011 Association for Computational LinguisticsAn Ensemble Model that Combines SyntacticandSemantic ... 39.55Table 1: For each test section and model, the number in thefirst/second row is the unlabeled-accuracy/unlabeled-complete-correct. See the textfor 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...
... Efficient convolution kernelsfor 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 SyntacticandSemanticKernelsfor Text As mentioned above, encoding syntactic/ semantic information represented by means of tree structuresin ... Republic, June 2007.c2007 Association for Computational LinguisticsExploiting Syntacticand Shallow Semantic Kernels for Question/Answer ClassificationAlessandro MoschittiUniversity of Trento38050...
... 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...
... that the input move is lexically correct and tries to obtain a parse for it, employing syntacticandsemantic 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 SyntacticandSemantic Analysis of Spoken English Chris Rowles and Xiuming Huang AI Systems Section Australia and Overseas Telecommunications...
... 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...
... 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 SyntacticandSemantic 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...
... 43(3):209–226.Stephan Bloehdorn and Alessandro Moschitti. 2007a. Combined syntacticandsemantickernelsfortext 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 andsyntactic constraints isstill far for being accomplished. In particular, the ex-haustive design and experimentation of lexical and syntactic features for...
... 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....
... 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...