[PDF] Top 20 Human-Level Performance on Word Analogy Questions by Latent Relational Analysis
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Human-Level Performance on Word Analogy Questions by Latent Relational Analysis
... introduces Latent Relational Analysis (LRA), a method for measuring relational ...extraction, word sense disambiguation, machine translation, and information ...retrieval. ... See full document
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Measuring Semantic Similarity by Latent Relational Analysis
... calculating relational similarity, Latent Relational ...SAT word analogy questions and with the task of classifying noun-modifier ... See full document
6
Learning Word Representations from Relational Graphs
... several word representation methods in Table ...a word. A baseline method is created that shows the level of performance we can reach if we represent each word u as a vector of patterns ... See full document
7
Analogy-Enhanced Instruction: Effects on Reasoning Skills in Science
... The study examined the reasoning skills of first year high school students after learning general science concepts through analogies. Two intact heterogeneous sections were randomly assigned to Analogy-Enhanced ... See full document
9
What s All This About Ethics?
... Although ethical behaviour should underlie all academic work, it is in the social sciences (as well as medicine etc.) that the really difficult issues arise. Researching people and society raises many ethical ... See full document
12
Performance Analysis on Dynamic Spectrum Access on Cognitive Network
... detection performance of individual secondary user (DSA) ...and performance analysis of dynamically spectrum management and access of modern cognitive radio communication ...The analysis ... See full document
7
How Do Intellectual Capital and Islamic Work Ethics Affect SME Business Performance?
... Better performance of the whole organization and individual satisfaction can be achieved via innovative and productive works promoted by IWE (Ali, 1988) as it affects organizational commitment (Salahudin et ... See full document
12
Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining
... based analogy detection, pruning the search space and filtering noise using syntactic ...measuring relational sim- ilarities, attributional similarities between words are not the only source of information ... See full document
10
Personality Correlates of Nonclinical Substance use in Adolescents
... poorer performance in word recalls and sentence recalls. In the word recall subtests, the children paid attention to the ending word of each sentence and stored them in the working memory ... See full document
9
The Relationship between Intellectual Capital and Corporate Performance in Chinese Bio pharmaceutical Industry
... corporate performance. Intellectual capital, human capital, structural capital and customer capital have significantly positive correlation with profitability and ...capital, human capital, ... See full document
7
Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia
... We train a classifier to show the predictive power of the features we discussed and the relative im- portance of each feature. Due to the small size of our dataset, we make no claim to the generaliza- tion of this ... See full document
11
Insights into Analogy Completion from the Biomedical Domain
... of word embeddings, but the standard methodology makes a number of assumptions about analogies that do not always hold, either in recent benchmark datasets or when expanding into other ...given analogy, ... See full document
10
Stance Detection in Fake News A Combined Feature Representation
... as word or character n-grams overlapping score, bag-of- words (BOW), word embeddings, and latent se- mantic analysis features (Riedel et ...factorization, Latent Dirichlet Allocation, ... See full document
6
Measuring Distributional Similarity in Context
... Vector composition methods construct representa- tions that go beyond individual words (e.g., for phrases or sentences) and thus by default obtain word meanings in context. Mitchell and Lapata (2008) investigate ... See full document
11
Engineering Linguistic Creativity: Bird Flight and Jet Planes
... Another important mechanism that has been em- ployed by automatic poets is grammar-based gen- eration. By using a grammar to produce gram- matically correct combinations of words, the re- sults obtained start to resemble ... See full document
8
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... Performance measurement of the banking sector remains a prominent issue in the competitive financial markets. There are several methods and variables to evaluate the banks and make a right decision on the ... See full document
22
Image Classification Based on Effective Probabilistic Latent Semantic Analysis Model
... The rocks are mainly classified into three types. They are igneous, metamorphic and sedimentary. They are further classified into number of subclasses. Andesite, basalt, gabbro, granite and etc… are belonging to the type ... See full document
7
Latent Vector Weighting for Word Meaning in Context
... of word meaning in ...target word in a partic- ular ...target word through the latent semantic ...for word meaning in context across the whole word ...art performance on ... See full document
11
Latent Domain Word Alignment for Heterogeneous Corpora
... better word alignment in a heteroge- neous, mix-of-domains corpus? We present a novel latent domain HMM alignment model, which aims to tighten the probability estimates of the genera- tive alignment process ... See full document
11
Studying Differential Invariants in Developmental Variations
... several latent states), which measures the indicator without ...between latent states (see Figure ...the latent class model in which the latent state is measured by several indicators at ... See full document
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