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

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.

LinguisticDescription

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

DependencyTreeJS

A JavaScript plugin to draw dependency trees representing morpho-syntactic analysis.

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.

FrameExtractor

FrameExtractor is a module for semantic frame parsing that performs intent detection and slot filling.

MorphologicalAnalyzer

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

SyntaxDecoder

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

DependencyParsingDemo

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

GeoLocation

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

MorphoPredictor

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

NLPServer

NLPServer implements a server listening http requests on different routes, to query different modules of the KotlinNLP library.

TokensEncoder

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

Utils

Utils is a Kotlin package containing utilities for the KotlinNLP 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.

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.

CoNLLIO

CoNLL Input-Output Kotlin Library

DependencyParsingServer

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

DependencyTree

LSSEncoder

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

ProgressIndicator

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

Summarizer

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