Emir Poyraz

LinkedIn Corporation

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Natural Language Processing (1)Recommendation & Information Retrieval (1)Scalable Oversight & Alignment Theory (1)Tool Use & Agents (1)

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Zhentao Xu (1)Shangjing Zhang (1)Yvonne Li (1)Ye Jin (1)

Papers (1)

Apr 29, 2026

LinkedIn Corporation3w ago·also NTU

Hierarchical Long-Term Semantic Memory for LinkedIn's Hiring Agent

LinkedIn's new memory system for hiring agents boosts accuracy and speed by over 10%, proving hierarchical semantic memory is a game-changer for real-world LLM applications.

Zhentao Xu, Shangjing Zhang, Emir Poyraz +7

Natural Language Processing Recommendation & Information Retrieval Scalable Oversight & Alignment Theory+1

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Emir Poyraz

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)