<ul data-eligibleForWebStory="false"><li>Problem: Ambiguous mentions like 'Apple' pose challenges without context-aware linking.</li><li>Approach: This essay discusses using entity linking to connect recognized entities to a knowledge base like Wikipedia.</li><li>Results: Demonstration reveals successful linking of entities to correct Wikipedia entries, with geopolitical and organizational entities prevalent.</li><li>Conclusion: Entity linking enhances NLP systems' semantic depth for more accurate downstream applications.</li></ul>

Bridging the Gap: The Practitioner’s Guide to Entity Linking in Real-World Data Pipelines

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