Papers by Karan Goyal
SymTax: Symbiotic Relationship and Taxonomy Fusion for Effective Citation Recommendation (2024.findings-acl)
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| Challenge: | Existing recommendations focus on local context or global context but fail to consider actual human citation behaviour. |
| Approach: | They propose a recommendation architecture that considers both local and global contexts . they use hyperbolic separation to compute query-candidate similarity . |
| Outcome: | The proposed framework performs better on a large dataset with 8.27 million citation contexts . it learns to embed the infused taxonomies in the hyperbolic space and computes similarity . |