The Challenge
Online customer reviews in the form of natural language contain rich, decision-shaping insights, but current approaches and commercial APIs have the following challenges
- Lack of fine-grained product attribute extraction
- Limited transparency
- Expensive with vendor-specific lock-ins
- Require manually labeled data
- Support limited product categories