Lexical and Syntactic Features
Combining Lexical and Syntactic Features for Supervised Word Sense Disambiguation
... the features used to represent the context in which an ambiguous word ...of syntactic and lexical features will perform most effec- ...ple lexical features perform well on their ...
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Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power
... of lexical rich- ness were less useful than features indicative of word finding difficulty (such as pauses and repeti- ...of lexical and syntactic features on transcripts from a large ...
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The relationship between thematic, lexical, and syntactic features of written texts and personality traits
... from our study: (a) personality traits (seven dimensions); (b) thematic components (six isolated dimensions); and (c) measures of lexical and syntactic richness (the maximum of new words and average ...
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The relationship between thematic, lexical, and syntactic features of written texts and personality traits
... Bearing in mind that we used a novel approach to text analysis and collected our data outside of the English speaking area, we believe that our results represent a valuable contribution to the understanding of the ...
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Exploring Lexical and Syntactic Features for Language Variety Identification
... of features, namely n-gram-based ...of features in addition to word n-grams, namely text statis- tics ...and syntactic features (grammar-level fea- tures, ...
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Readability Classification for German using Lexical, Syntactic, and Morphological Features
... traditional features with syntactic parse tree features and n-gram language ...discourse features alongside parse features, language model features, and traditional ...discourse ...
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Learning Predictive Linguistic Features for Alzheimer’s Disease and related Dementias using Verbal Utterances
... complex syntactic features to classify mild cognitive impairment (MCI) but not AD and ...of lexical and syntactic features from the verbal narratives of AD patients by performing ...
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Constituent based Accent Prediction
... Machine learning experiments using not only lexical and syntactic features, but also discourse focusing features identified by a new theory of accent interpretation in discourse, showed [r] ...
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Integrating lexical, syntactic and system based features to improve Word Confidence Estimation in SMT
... of features into CRF model to forecast the label for each word in the MT ...system-based, lexical and syntactic features exploited for the classifier ...
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Unsupervised Relation Disambiguation Using Spectral Clustering
... This paper presents an unsupervised learn- ing approach to disambiguate various rela- tions between name entities by use of vari- ous lexical and syntactic features from the contexts. It works by ...
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Dialogue Act Modeling in a Complex Task Oriented Domain
... subtask features would improve the performance of the ...HMM features were kept during feature selection for the overall ...task/subtask features among the selected attributes to differentiate ...
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Semi-supervised learning of causal relations in biomedical scientific discourse
... to lexical and syntactic ...a features set composed of lexical fea- tures (surface expression and lemmata of tokens) and morpho-syntactic features (PoS, inflection, main verb of ...
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Feature Space Selection and Combination for Native Language Identification
... of features relying only on word and character ngrams provided a strong ...of lexical and syntactic features, using a simple majority ...
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PuPoCl: Development of Punjabi Poetry Classifier Using Linguistic Features and Weighting
... 45667 features were extracted and passed to noise removal sub ...31938 features were extracted, after removal of noise, and weighted using term frequency and the entire process is repeated for tf-idf ...
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A Contrastive Analysis of Sports Headlines in Two English Newspapers
... for lexical content words, particularly nouns, partly because the sports headline writers would like to include much meaning in a limited ...of syntactic features such as headline types (nominal, ...
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Some Propositions to Improve the Prediction Capability of Word Confidence Estimation for Machine Translation
... Besides lexical features, the syntactic information about a word is also a potential hint for predicting its ...our syntactic parser, affording us to build a syntactic structure for ...
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Linguistic Profiling for Authorship Recognition and Verification
... the syntactic constituent label, the second is the constituent label plus the head ...8 features re- spectively for the three types of ...active syntactic features, nine times as many as for ...
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Understanding the Semantic Structure of Noun Phrase Queries
... transition, lexical, semantic and syntactic ...semantic features can be constructed from structured data sources or by mining query logs, while the syntactic features can be obtained by ...
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The Role of Information Extraction in the Design of a Document Triage Application for Biocuration
... using lexical (unigram, bigram, and sometimes trigram) ...linguistic features than traditional bag-of-words ...more-complex features that repre- sent a pattern coupled with its extracted noun, ...
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Sense Anaphoric Pronouns: Am I One?
... Our features, though less tar- geted to the ones used by Ng et ...al.’s features are very specific and fail to learn to dis- criminate between some anaphoric patterns that our more general system learns ...
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