English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Tools annual

Global: Zendy Free Plan

Global: Zendy Tools monthly

Global: Zendy Plus monthly

Embedding-based Retrieval (EBR) in e-commerce search is a powerful searchretrieval technique to address semantic matches between search queries andproducts. However, commercial search engines like Facebook Marketplace Searchare complex multi-stage systems optimized for multiple business objectives. AtFacebook Marketplace, search retrieval focuses on matching search queries withrelevant products, while search ranking puts more emphasis on contextualsignals to up-rank the more engaging products. As a result, the end-to-endsearcher experience is a function of both relevance and engagement, and theinteraction between different stages of the system. This presents challenges toEBR systems in order to optimize for better searcher experiences. In this paperwe presents Que2Engage, a search EBR system built towards bridging the gapbetween retrieval and ranking for end-to-end optimizations. Que2Engage takes amultimodal & multitask approach to infuse contextual information into theretrieval stage and to balance different business objectives. We show theeffectiveness of our approach via a multitask evaluation framework and thoroughbaseline comparisons and ablation studies. Que2Engage is deployed on FacebookMarketplace Search and shows significant improvements in searcher engagement intwo weeks of A/B testing.

Que2Engage: Embedding-based Retrieval for Relevant and Engaging Products at Facebook Marketplace