Aspect-based sentiment analysis (ABSA) reads a customer review feature by feature instead of giving it one overall score.
Case 2: Amazon puts aspects on the product page (2023). 6. Case 4: Reviews as a smoke alarm for restaurants (2023) 8. Assign a sentiment to each aspect.
Key takeaways
- Multiplying each aspect’s mention count by its negative share gives raw negative mentions.
- Wayfair let the model name aspects and consolidated afterwards.
- How many reviews do I need before ABSA is useful?
Can fake reviews break an ABSA pipeline?
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