Awesome GitHub RepositoriesJavaScript NLP Libraries

Compromise is a natural language processing library and rule-based text parser designed to analyze unstructured text. It functions as a toolkit for identifying parts of speech, linguistic patterns, and semantic meaning, while providing specialized engines for named entity recognition and the parsing of temporal and numeric data. The project is distinguished by its linguistic morphological engine, which can conjugate verbs across different tenses and inflect nouns and adjectives. It further allows for linguistic model customization through a plugin system that enables the extension of lexicons

Natural is a natural language processing library for Node.js that provides tools for text analysis, tokenization, and phonetic matching. It functions as a collection of specialized toolsets for word stemming, string similarity quantification, and pattern-based text classification. The library includes a phonetic sound analyzer that converts words into phonetic representations to identify matches based on sound rather than literal spelling. It also features a text classification engine that assigns categories to text inputs using trained models and pattern recognition. Additional capabilities

nlp.js is a JavaScript natural language processing library and development framework used to build natural language understanding engines. It provides a toolkit for creating local machine learning models for intent classification and acts as a multilingual text processor that detects languages and normalizes text across various dialects. The framework distinguishes itself by supporting local execution on both servers and mobile devices, enabling chatbot functionality without an internet connection. It features a specialized system for conversational slot filling to collect mandatory informati

Knwl.js هي مكتبة التعرف على الكيانات المسماة بلغة JavaScript ومستخرج كيانات النصوص. تعمل كمحرك تحليل نصوص قابل للتوسيع مصمم لمسح السلاسل غير المهيكلة بحثاً عن أنماط بيانات محددة وتحويلها إلى معلومات مهيكلة. يستخدم المحرك إطار عمل معيارياً يسمح بالتعرف على أنواع البيانات المخصصة. يتم تحقيق ذلك من خلال نظام إضافات لمطابقة أنماط اللغة، مما يتيح تكامل المنطق المخصص لتحديد أنواع البيانات الفريدة داخل النصوص. تحدد المكتبة وتعزل كيانات مثل التواريخ، والأوقات، وأرقام الهواتف، ورسائل البريد الإلكتروني، والمواقع. تغطي قدراتها تحليل النصوص المؤتمت واستخراج معلومات الاتصال عن طريق تحويل النصوص الخام إلى بيانات مصنفة.

Twitter Text Libraries. This code is used at Twitter to tokenize and parse text to meet the expectations for what can be used on the platform.

natural language processor powered by plugins part of the @unifiedjs collective

A web-based annotation tool for natural language processing (NLP)

This package leverages the power of the 🤗Tokenizers library (built with Rust) to process the input text. It then uses TensorFlow.js to run the DistilBERT-cased model fine-tuned for Question Answering (87.1 F1 score on SQuAD v1.1 dev set, compared to 88.7 for BERT-base-cased). DistilBERT is used…