Pinned Repositories
DependencyTreeJS
A JavaScript plugin to draw dependency trees representing morpho-syntactic analysis.
FrameExtractor
FrameExtractor is a module for semantic frame parsing that performs intent detection and slot filling.
HANClassifier
HANClassifier is a very simple to use text classifier which uses the Hierarchical Attention Networks (HAN) from the SimpleDNN library.
LanguageDetector
LanguageDetector is a very simple to use text language detector which uses the Hierarchical Attention Networks (HAN) from the SimpleDNN library.
LinguisticDescription
LinguisticDescription is a Kotlin library designed to support linguistic annotations over morphological, syntactic and semantic levels.
NeuralParser
NeuralParser is a very simple to use dependency parser, based on the Latent Syntactic Structure encoding.
NeuralTokenizer
NeuralTokenizer is a very simple to use text tokenizer which uses neural networks from the SimpleDNN library.
NLPServer
NLPServer implements a server listening http requests on different routes, to query different modules of the KotlinNLP library.
SimpleDNN
SimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks
TokensEncoder
TokensEncoder is a very simple to use tokens encoder library which uses neural networks from SimpleDNN.
KotlinNLP's Repositories
KotlinNLP/SimpleDNN
SimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks
KotlinNLP/NeuralParser
NeuralParser is a very simple to use dependency parser, based on the Latent Syntactic Structure encoding.
KotlinNLP/NeuralTokenizer
NeuralTokenizer is a very simple to use text tokenizer which uses neural networks from the SimpleDNN library.
KotlinNLP/LinguisticDescription
LinguisticDescription is a Kotlin library designed to support linguistic annotations over morphological, syntactic and semantic levels.
KotlinNLP/DependencyTreeJS
A JavaScript plugin to draw dependency trees representing morpho-syntactic analysis.
KotlinNLP/HANClassifier
HANClassifier is a very simple to use text classifier which uses the Hierarchical Attention Networks (HAN) from the SimpleDNN library.
KotlinNLP/LanguageDetector
LanguageDetector is a very simple to use text language detector which uses the Hierarchical Attention Networks (HAN) from the SimpleDNN library.
KotlinNLP/FrameExtractor
FrameExtractor is a module for semantic frame parsing that performs intent detection and slot filling.
KotlinNLP/MorphologicalAnalyzer
MorphologicalAnalyzer is a Kotlin library designed to support morphological analysis of a text.
KotlinNLP/SyntaxDecoder
SyntaxDecoder is a generalized transition-based parsing framework designed to simplify the development of statistical dependency parsers.
KotlinNLP/DependencyParsingDemo
A demo that shows the results of KotlinNLP modules: NeuralParser, NeuralTokenizer and LanguageDetector. Morpho-syntactic information are represented drawing dependency trees.
KotlinNLP/GeoLocation
GeoLocation is a Kotlin library designed to support the identification of geo-locations in a text.
KotlinNLP/MorphoPredictor
Based on a neural model, the MorphoPredictor predicts the exact morphology of the tokens of a sentence.
KotlinNLP/NLPServer
NLPServer implements a server listening http requests on different routes, to query different modules of the KotlinNLP library.
KotlinNLP/TokensEncoder
TokensEncoder is a very simple to use tokens encoder library which uses neural networks from SimpleDNN.
KotlinNLP/Utils
Utils is a Kotlin package containing utilities for the KotlinNLP library.
KotlinNLP/LanguageModel
LanguageModel contains a number of methods for language modeling based on the SimpleDNN library.
KotlinNLP/LinguisticConditions
LinguisticConditions is a helper module for verifying linguistic conditions on morpho-syntactic tokens.
KotlinNLP/TokensLabeler
TokensLabeler allows to annotate the tokens of a sentence according to the BIEOU notation (or a subset of), in which the set of labels is defined in the training set.
KotlinNLP/CoNLLIO
CoNLL Input-Output Kotlin Library
KotlinNLP/DependencyParsingServer
DependencyTreeServer is a web server that forwards requests to the NLPServer and return the response for the DependencyParsingDemo.
KotlinNLP/DependencyTree
KotlinNLP/LSSEncoder
LSSEncoder is the encoder of the Latent Syntactic Structure (LSS).
KotlinNLP/ProgressIndicator
Deprecated. Please use https://github.com/KotlinNLP/Utils/tree/master/src/main/kotlin/com/kotlinnlp/utils/progressindicator instead.
KotlinNLP/Summarizer
Calculate the salience score of sentences with the purpose to summarize a text.