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A Latent Variable Model for Geographic Lexical Variation

A Latent Variable Model for Geographic Lexical Variation

... topic model is designed to capture multiple dimensions of variabil- ity: topics and ...topic model, using a switching variable so that individual word tokens may be selected from either the topic or ... See full document

11

Improving Lexical Semantics for Sentential Semantics: Modeling Selectional Preference and Similar Words in a Latent Variable Model

Improving Lexical Semantics for Sentential Semantics: Modeling Selectional Preference and Similar Words in a Latent Variable Model

... robust latent vectors from its synonyms such as ...a latent vector profile is explicitly created for each word, while in LDA all the data structures are designed for ...similar latent vector ... See full document

7

A biological, latent variable model of health (EarlyBird 68)

A biological, latent variable model of health (EarlyBird 68)

... represents variation along a dimension of systemic dysregulation which includes but is not limited to ...our model, h represents one of several possible dimensions of dysregulation in the distributed ... See full document

15

Latent Variable Model for Multi modal Translation

Latent Variable Model for Multi modal Translation

... the model a chance to exploit correlations in visual and lan- guage data, but also means that images must be available at test ...the model of Elliott and K´ad´ar (2017) learns to rank image features using ... See full document

14

A structural equation model for imaging genetics using spatial transcriptomics

A structural equation model for imaging genetics using spatial transcriptomics

... genetic variation, brain anatomy, and disease symptoms is ...equation model with latent variables [18] to model these ...genetic variation is exogenous; in other words, the genetic ... See full document

10

Fast and Robust Multilingual Dependency Parsing with a Generative Latent Variable Model

Fast and Robust Multilingual Dependency Parsing with a Generative Latent Variable Model

... the model with this bet- ter approximation, and using different approxima- tion methods for different languages would not be compatible with the shared task ... See full document

5

Implicit readability ranking using the latent variable of a Bayesian Probit model

Implicit readability ranking using the latent variable of a Bayesian Probit model

... Modern models of readability analysis for classification often use classification algorithms such as SVM (Petersen, 2007; Feng, 2010; Falkenjack et al., 2013) which give us an assessment whether a text is easy-to-read or ... See full document

9

A Latent Variable Model for Discourse aware Concept and Entity Disambiguation

A Latent Variable Model for Discourse aware Concept and Entity Disambiguation

... for lexical disambiguation use either one model for all mentions (Milne and Witten, 2008; Rati- nov et ...separate model for each men- tion or concept which requires a lot of training data ... See full document

10

A Stochastic Decoder for Neural Machine Translation

A Stochastic Decoder for Neural Machine Translation

... our model does indeed capture variation in ...our model translate them several times, however, the values of the latent variables were sampled in- stead of ... See full document

10

Feature Rich Log Linear Lexical Model for Latent Variable PCFG Grammars

Feature Rich Log Linear Lexical Model for Latent Variable PCFG Grammars

... with latent anno- tations (PCFG-LA) have been found to be effective for parsing many languages; however, currently their lexical model may be subject to over-fitting and requires language engineering ... See full document

9

Latent-Variable Modeling: Algorithms, Inference, and Applications

Latent-Variable Modeling: Algorithms, Inference, and Applications

... how variation in one gene impacts the others genes in the ...These latent (hidden) variables complicate finding a concise representation, as they introduce confounding depen- dencies among the variables of ... See full document

198

Bergmann’s rule and Allen’s rule in two passerine birds in China

Bergmann’s rule and Allen’s rule in two passerine birds in China

... explaining geographic variation in bill length for male and female magpies included, respectively, bio6 (minimum temperature of coldest month) and bio1 (annual mean temperature), and accounted for ... See full document

11

Do core self-evaluations and trait emotional intelligence predict subjective well-being in dental students?

Do core self-evaluations and trait emotional intelligence predict subjective well-being in dental students?

... equation model (SEM). The parallel process model suggests that EI and CSE-Neuroticism comprise a single affective latent variable predicting another latent variable Comprising ... See full document

21

Vocal behaviour, geographic variation, and the evolution of song in Troglodytes wrens

Vocal behaviour, geographic variation, and the evolution of song in Troglodytes wrens

... Vocal behaviour, geographic variation, and the evolution of song Vocal behaviour, geographic variation, and the evolution of song in Troglodytes wrens.. in Troglodytes wrens.[r] ... See full document

248

Vocalizations, vocal behaviour, and geographic variation in the calls, duets, and duetting behaviour of a nonpasserine, the Barred Owl (Strix varia)

Vocalizations, vocal behaviour, and geographic variation in the calls, duets, and duetting behaviour of a nonpasserine, the Barred Owl (Strix varia)

... Barred Owls (Strix varia) are highly vocal and perform a diverse array of vocalizations. Barred Owls are often monitored by acoustic surveys, yet their vocalizations and vocal behavior are poorly described. In this study ... See full document

140

A Latent Variable Model Approach to PMI based Word Embeddings

A Latent Variable Model Approach to PMI based Word Embeddings

... Levy and Goldberg (2014b) tried to relate word2vec to PMI models. They showed that if there were no dimension constraint in word2vec, specifically, the “skip-gram with negative sampling (SGNS)” version of the ... See full document

16

A Latent Variable Model of Synchronous Parsing for Syntactic and Semantic Dependencies

A Latent Variable Model of Synchronous Parsing for Syntactic and Semantic Dependencies

... their model structure based on the partial structure being built by a ...of latent variables to represent properties of parsing history relevant to the next ...decisions. Latent variables do not need ... See full document

5

Evaluating Contextual Dependency of Paraphrases using a Latent Variable Model

Evaluating Contextual Dependency of Paraphrases using a Latent Variable Model

... text model with latent variables can be used to infer the topic of a text, since latent variables corre- spond to the topics indicated by ...a latent variable of a text model can ... See full document

8

A Latent Variable Model of Synchronous Syntactic Semantic Parsing for Multiple Languages

A Latent Variable Model of Synchronous Syntactic Semantic Parsing for Multiple Languages

... the model as it was developed for English, and apply it directly to all seven ...of latent vari- ables to induce features automatically from the data gives our method the adaptability necessary to per- form ... See full document

6

Measuring behaviours for escaping from house fires: use of latent variable models to summarise multiple behaviours

Measuring behaviours for escaping from house fires: use of latent variable models to summarise multiple behaviours

... Results: A two class model provided the best fit to the data, combining responses to five fire safety planning behav- iours. The first group (‘more behaviours for escaping from a house fire’) comprised 86 % of ... See full document

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