Solution: Multi-Task NLP Analysis
Explore how to apply Hugging Face NLP pipelines for multiple text tasks including zero-shot topic detection, summarization, question answering, and sentiment analysis. Learn to modularize these tasks using pretrained models in Python for flexible and accurate natural language processing.
In this solution, we tackle the challenge by applying Hugging Face pipelines to perform multiple NLP tasks on a sample article. The tasks include:
Text classification (topic detection)
Summarization
Question answering
Sentiment analysis
Each task is implemented using a pretrained model, ensuring accurate and production-ready results. The code is split by task to demonstrate ...