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search recommendation

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DataFunSummit
DataFunSummit
Jun 8, 2022 · Artificial Intelligence

Search Term Recommendation: Scenarios, Algorithm Design, and Future Directions

This article presents a comprehensive overview of search term recommendation in QQ Browser, covering various recommendation scenarios, challenges, query library architecture, multi‑task ranking models, coarse‑to‑fine ranking pipelines, auto‑completion strategies, and future research directions.

AImachine learningmulti-task learning
0 likes · 14 min read
Search Term Recommendation: Scenarios, Algorithm Design, and Future Directions
DataFunTalk
DataFunTalk
May 15, 2022 · Artificial Intelligence

Search Term Recommendation: Scenarios, Algorithm Design, Challenges and Future Directions

This article presents an in‑depth overview of search term recommendation in QQ Browser, covering the various recommendation scenarios, the composition of recommendation items, the multi‑stage algorithm architecture, key technical challenges, evaluation metrics, and future research directions such as multi‑task and session‑aware modeling.

Rankingevaluation metricsfuture research
0 likes · 15 min read
Search Term Recommendation: Scenarios, Algorithm Design, Challenges and Future Directions
DataFunTalk
DataFunTalk
Oct 1, 2020 · Artificial Intelligence

Building and Applying a Vector System for Search and Recommendation at NetEase Yanxuan

This article describes how NetEase Yanxuan has designed, trained, and deployed a unified vector representation system to power various e‑commerce search and recommendation scenarios, covering model choices, incremental learning strategies, large‑scale similarity computation, and practical lessons from real‑world deployments.

E-commercelarge-scale similaritymachine learning
0 likes · 18 min read
Building and Applying a Vector System for Search and Recommendation at NetEase Yanxuan