Supercharged Customer Service with Machine Learning

Hugging Face Blog · 4 years ago

Hugging Face published a tutorial demonstrating how to build a customer service system using machine learning to automatically classify incoming messages by sentiment. The example uses the Amazon Reviews Multi dataset with 1-5 star labels and fine-tunes the DeBERTa-v3-base model for text classification. This approach allows support teams to prioritize responses to the most dissatisfied customers by automatically filtering messages into five sentiment categories.