Group: KotlinNLP

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

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

SimpleDNN is a machine learning lightweight open-source library written in Kotlin whose purpose is to support the development of feed-forward and recurrent Artificial Neural Networks.

ProgressIndicator implements different indicators to track a progress.

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

NeuralTokenizer is a very simple to use text tokenizer which uses neural networks from the SimpleDNN library.

CoNLLIO is a Kotlin library designed to read CoNLL-style data format, turning them into a list of Sentences and Tokens.

A simple package that contains convenient methods to build and navigate a dependency tree.

NeuralParser is a very simple to use dependency parser, based on the SimpleDNN library and the SyntaxDecoder transition systems framework.

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

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

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

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

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.

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

Correlate texts respect to linguistic perspectives.

A helper module for managing linguistic constraints during parsing.

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

HANClassifier is a very simple to use text classifier which uses the Hierarchical Attention Networks (HAN) from the SimpleDNN library.

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