Papers by Alok Kumar
Improved Near-Duplicate Detection for Aggregated and Paywalled News-Feeds (2025.naacl-industry)
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| Challenge: | News aggregators provide comprehensive and timely news stories that are sourced from diverse sources but differ in phrasing, formatting or supplemented with additional details. |
| Approach: | They propose a method that combines embeddings from pretrained language model and latent metadata of a news article followed by community detection to identify clusters of near-duplicates. |
| Outcome: | The proposed approach can detect nuanced similarities and differences in news snippets using pretrained language model and latent metadata of a news article followed by community detection. |