AI BriefingKakao to Unveil Real-Time Ad Recommendation and LLM-Based Spam Filtering Technologies at KCC 2024
Key point
The Kakao Tech Workshop, held on June 26 at the Jeju ICC, is free for KCC 2024 registrants and will share technologies for real-time ad recommendation and LLM-based spam filtering.
Details
Kakao will host the 'Kakao Tech Workshop' at the Jeju ICC during KCC 2024. This workshop was prepared directly by Kakao's developers and researchers, focusing on sharing issues encountered during real-service deployment and resolution strategies through various case studies.
The workshop consists of two main topics. Part 1, 'Kakao's Efforts for Better Recommendations,' will present support for multi-machine learning model experiments using a bucket system, stable scheduling of large-scale batch inference models, data pipeline development cases for retargeting ads, and modeling techniques that account for recommendation system bias.
Part 2, 'Kakao's Efforts to Build a Clean Platform,' will cover technologies for responding to spam content. It will reveal technical approaches attempted for handling adult images, as well as cases applying LLMs to filter text-based spam content.
The workshop will run from 1:55 PM to 5:55 PM on June 26, 2024, and is open to all KCC 2024 registrants for free.
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