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Dynamic Grammar Pruning for Program Size Reduction in Symbolic Regression
Grammar is a key input in grammar-based genetic programming. Grammar design not only influences performance, but also program size. However, grammar...
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Exploiting spatial relations for grammar-based specification of multidimensional languages
As opposed to textual programming languages, multidimensional languages compiler construction paradigms lack standardization. To this aim, in this...
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A spatio-temporal grammar graph attention network with adaptive edge information for traffic flow prediction
Traffic flow prediction is an essential part of the intelligent traffic management system, which can help managers plan and maintain traffic order...
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Recursive tree grammar autoencoders
Machine learning on trees has been mostly focused on trees as input. Much less research has investigated trees as output, which has many...
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Fuzzing-Based Grammar Inference
In this paper we propose and suggest a novel approach for grammar inference that is based on grammar-based fuzzing. While executing a target program...
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The grammar of interactive explanatory model analysis
The growing need for in-depth analysis of predictive models leads to a series of new methods for explaining their local and global properties. Which...
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Formal Models of Probabilistic Grammar
To enable computers to process natural languages, Chomsky’s context-free grammar is often used for rule-based syntactic parsing. Based on...
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Grammar-Based Evolution of Polyominoes
Languages that describe two-dimensional (2-D) structures have emerged as powerful tools in various fields, encompassing pattern recognition and image...
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German selbst-Compounds: Towards a NooJ Grammar
In this paper, we will describe the first steps taken to build a NooJ grammar able to annotate German selbst-compounds, a rather productive compound...
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A grammar-based GP approach applied to the design of deep neural networks
Deep Learning has been very successful in automating the feature engineering process, widely applied for various tasks, such as speech recognition,...
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Design of Chinese Grammar Smart Learning System
Grammar is an essential component of language instruction. In the existing grammar learning applications, there are several aspects needed to...
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Formal Models Based on Phrase Structure Grammar
In most rule-based natural language processing systems, phrase structure grammar (PSG), which is also called context-free grammar (CFG), is currently...
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Generating test as a web service (TaaWS) through a method-based attribute grammar
Service-Oriented Architecture (SOA) is a technology for designing software systems. By using this architecture, new challenges appeared for software...
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Grammar Induction for Under-Resourced Languages: The Case of Ch’ol
We apply to the under-resourced language Ch’ol the Womb Grammar Model of grammar induction (WGM), thus called because given appropriate input it can...
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Formalizing Argument Structures with Combinatory Categorial Grammar
We present a formalization of the constructivist analysis of argument structure in Combinatory Categorial Grammar (CCG). According to the...
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Construction of Grammar Collocation Library for International Chinese Language Education and Difficulty Standard
Grammar teaching is the focus of International Chinese Language Education, and grammar collocation resources play an essential role in promoting...
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Machine learning based analysis of learner-centric teaching of punjabi grammar with multimedia tools in rural indian environment
The advent of multimedia and its reach to everyone has made a massive change in life. Multimedia content enhances the learning trend and is playing a...
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EvoStencils: a grammar-based genetic programming approach for constructing efficient geometric multigrid methods
For many systems of linear equations that arise from the discretization of partial differential equations, the construction of an efficient multigrid...
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A Multi-formalism Shape Grammar Interpreter
A shape grammar is a formal rewriting system for producing languages of shapes. While initially defined to operate over line segments and labeled...
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Research on Interactive English Grammar Learning System Based on Android Platform
In recent years, with more and more Chinese learning English, there are more and more English learning software, but most of the software are lack of...