Papers by Abhishek Bharadwaj Varanasi
RegNLI: Detecting Online Product Misbranding through Legal and Linguistic Alignment (2026.eacl-industry)
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| Challenge: | Existing approaches to claim verification focus on keyword matching or generic text classification . misbranding involves deceptive labeling or advertising that misleads consumers about a product's nature or quality . |
| Approach: | They propose a framework that formulates misbranding detection as an inference task between product claims and regulatory provisions. |
| Outcome: | The proposed framework outperforms baselines in misbranding detection and regulation alignment metrics. |