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 is a JavaScript named entity recognition library and text entity extractor. It functions as an extensible text parsing engine designed to scan unstructured strings for specific data patterns and convert them into structured information. The engine utilizes a modular framework that allows for the recognition of custom data types. This is achieved through a plugin system for language pattern matching, enabling the integration of custom logic to identify unique data types within text. The library identifies and isolates entities such as dates, times, phone numbers, emails, and locations
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
natural language processor powered by plugins part of the @unifiedjs collective
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…
huggingface/node-question-answering 的主要功能包括：JavaScript NLP Libraries。
huggingface/node-question-answering 的开源替代品包括： axa-group/nlp.js — nlp.js is a JavaScript natural language processing library and development framework used to build natural language… benhmoore/knwl.js — Knwl.js is a JavaScript named entity recognition library and text entity extractor. It functions as an extensible text… naturalnode/natural — Natural is a natural language processing library for Node.js that provides tools for text analysis, tokenization, and… retextjs/retext — natural language processor powered by plugins part of the @unifiedjs collective. spencermountain/compromise — Compromise is a natural language processing library and rule-based text parser designed to analyze unstructured text.… synyi/poplar — A web-based annotation tool for natural language processing (NLP).