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conllio

CoNLL Input-Output Kotlin Library

dependencyparsingdemo

A demo that shows the results of KotlinNLP modules: NeuralParser, NeuralTokenizer and LanguageDetector. Morpho-syntactic information are represented drawing dependency trees.

dependencyparsingserver

DependencyTreeServer is a web server that forwards requests to the NLPServer and return the response for the DependencyParsingDemo.

dependencytree

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.

geolocation

GeoLocation is a Kotlin library designed to support the identification of geo-locations in a text.

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.

languagemodel

LanguageModel contains a number of methods for language modeling based on the SimpleDNN library.

linguisticconditions

LinguisticConditions is a helper module for verifying linguistic conditions on morpho-syntactic tokens.

linguisticdescription

LinguisticDescription is a Kotlin library designed to support linguistic annotations over morphological, syntactic and semantic levels.

lssencoder

LSSEncoder is the encoder of the Latent Syntactic Structure (LSS).

morphologicalanalyzer

MorphologicalAnalyzer is a Kotlin library designed to support morphological analysis of a text.

morphopredictor

Based on a neural model, the MorphoPredictor predicts the exact morphology of the tokens of a sentence.

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.

progressindicator

Deprecated. Please use https://github.com/KotlinNLP/Utils/tree/master/src/main/kotlin/com/kotlinnlp/utils/progressindicator instead.

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

summarizer

Calculate the salience score of sentences with the purpose to summarize a text.

syntaxdecoder

SyntaxDecoder is a generalized transition-based parsing framework designed to simplify the development of statistical dependency parsers.

tokensencoder

TokensEncoder is a very simple to use tokens encoder library which uses neural networks from SimpleDNN.

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.

utils

Utils is a Kotlin package containing utilities for the KotlinNLP library.