Open-source alternatives to Natural Language Understanding Nodejs

A character-wise tokenizer for morphologically rich languages

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Spanish Sentence Embeddings trained using sent2vec on the Spanish Unannotated Corpora.

Spanish words embeddings computed using fastText on the Spanish Unannotated Corpora.

Your input file should have the extension .input.txt e.g. hindi.input.txt To dependency tag your input file run "make .output" e.g.

BETO is a BERT model trained on a big Spanish corpus. BETO is of size similar to a BERT-Base and was trained with the Whole Word Masking technique. Below you find Tensorflow and Pytorch checkpoints for the uncased and cased versions, as well as some results for Spanish benchmarks comparing BETO…

Below you find links to Spanish word embeddings computed with different methods and from different corpora. Whenever it is possible, a description of the parameters used to compute the embeddings is included, together with simple statistics of the vectors, vocabulary, and description of the…

JSASTEM - JavaScript Arabic Stemmer

This project is a community-driven knowledge base and curated repository focused on natural language processing and large language model development. It serves as a centralized index for high-quality tools, libraries, and research materials, organizing technical resources into structured, version-controlled documentation to assist developers in navigating the evolving artificial intelligence ecosystem. The repository distinguishes itself by acting as an aggregator for AI model evaluation and benchmarking. It provides access to tools that enable the simultaneous comparison of multiple conversa

A curated list of awesome resources for Danish language technology

FudanNLP (FNLP)

This project is a Chinese text segmentation library and tokenizer designed to split Chinese sentences into individual words. It serves as a natural language processing tool for splitting characters into words, tagging parts of speech, and extracting keywords using statistical analysis. The library distinguishes itself through support for custom dictionary configuration and vocabulary file management, allowing users to override default segmentation rules for domain-specific accuracy. It also includes a TF-IDF keyword extractor to identify significant words and core topics within documents. Th

A web application that demonstrates Indonesian word embedding, inspired by Word embedding demo.

iNLTK aims to provide out of the box support for various NLP tasks that an application developer might need for Indic languages.

HanLP is a natural language processing library and deep learning framework specifically optimized for the Chinese language, while also functioning as a multilingual text processor. It serves as a toolkit for performing linguistic analysis, semantic understanding, and script conversion. The project distinguishes itself through a dedicated focus on Chinese linguistic structures, including a specialized script converter for transforming text between Simplified Chinese, Traditional Chinese, and Pinyin. It further supports domain-specific model training to improve the recognition of professional t

parsivar

SnowNLP is a Python library for Chinese natural language processing. It provides tools for text segmentation, sentiment analysis, document classification, and phonetic transliteration. The library includes capabilities for training and saving custom machine learning models for tokenization and sentiment analysis using raw training datasets. It covers a range of linguistic processing areas, including parts of speech tagging, sentence splitting, and text similarity measurement. The toolkit also provides utilities for extracting key information through text summarization and calculating word im

spanlp es una librería escrita en Python para detectar, censurar y limpiar groserías, vulgaridades, palabras de odio, racismo, xenofobia y bullying en textos escritos en Español .

Persian (Farsi) stemmer, morphological analyzer, transliterator, and partial part-of-speech tagger. Input may be encoded as Perso-Arabic script UTF-8, ISIRI 3342, Windows-1256, SGML/HTML/XML-style numeric character references (ncr), or dehdari-transliterated latin-script text. Use the -i flag to…

BAHASA

Thai Word Segmentation and Part-of-Speech Tagging with Deep Learning

A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.

Natural language processing for many languages

Persian Analyzer for Elasticsearch.

NOTE: This repos is now obsolete. Interested programmers should consider to use the new repo vlp (github.com/phuonglh/vlp) We have preferred using Scala instead of Java since 2016.