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Eugene Yan · 2025-09-14 제목번역

의미 ID를 활용한 제어 가능 추천을 위한 LLM-RecSys 하이브리드 훈련

Training an LLM-RecSys Hybrid for Steerable Recs with Semantic IDs

An LLM that can converse in English & item IDs, and make recommendations w/o retrieval or tools.

#language-models #conversational-ai #recommendation-systems #llm-recsys-hybrid #semantic-ids #steerable-generation
Eugene Yan · 2025-03-16 제목번역

LLM 시대의 추천 시스템 및 검색 개선

Improving Recommendation Systems & Search in the Age of LLMs

Model architectures, data generation, training paradigms, and unified frameworks inspired by LLMs.

#recommendation-systems #llms #search #model-architectures #data-generation #training-paradigms
Eugene Yan · 2024-05-31 제목번역

Netflix PRS 2024 - 추천 경험에 LLM 적용

Netflix PRS 2024 - Applying LLMs to Recommendation Experiences

Challenges and lessons from deploying LLM experiences: evals, scalability, guardrails.

#large-language-models #model-evaluation #scalability #recommendation-systems #llm-deployment #ai-guardrails