Papers with Consumers
Unveiling Dual Quality in Product Reviews: An NLP-Based Approach (2025.acl-industry)
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| Challenge: | Dual quality is a problem where products with identical ingredients or characteristics are sold under the same brand and similar packaging in different markets, but are significantly altered in composition or quality parameters. |
| Approach: | They propose to use natural language processing to detect inconsistent product quality by analyzing a Polish-language dataset and using different approaches. |
| Outcome: | The proposed approach can detect and address inconsistent product quality in Polish and other languages. |