Natural Language Processing

SKILL.md

Natural Language Processing

Overview

This skill provides comprehensive tools for building NLP applications using modern transformers, BERT, GPT, and classical NLP techniques for text classification, named entity recognition, sentiment analysis, and more.

When to Use

Building text classification systems for sentiment analysis, topic categorization, or intent detection

Extracting named entities (people, places, organizations) from unstructured text

Implementing machine translation, text summarization, or question answering systems

Processing and analyzing large volumes of textual data for insights

Creating chatbots, virtual assistants, or conversational AI applications

Fine-tuning pre-trained transformer models for domain-specific NLP tasks

NLP Core Tasks