4 papers
Enhancement of E-commerce Sponsored Search Relevancy with LLM
Md Omar Faruk Rokon, Andrei Simion, Weizhi Du +3
Sponsored search plays a crucial role as a revenue stream for search engines, wherein advertisers competitively bid on keywords that align with the users' search queries. The task…
Next-Gen Sponsored Search: Crafting the Perfect Query with Inventory-Aware RAG (InvAwr-RAG) Based GenAI
Md Omar Faruk Rokon, Weizhi Du, Zhaodong Wang +1
Sponsored search plays a crucial role in e-commerce revenue generation, where advertisers strategically bid on keywords to capture the attention of users through relevant search qu…
Semantic Ads Retrieval at Walmart eCommerce with Language Models Progressively Trained on Multiple Knowledge Domains
Zhaodong Wang, Weizhi Du, Md Omar Faruk Rokon +6
Sponsored search in e-commerce poses several unique and complex challenges. These challenges stem from factors such as the asymmetric language structure between search queries and…
Enhanced E-Commerce Attribute Extraction: Innovating with Decorative Relation Correction and LLAMA 2.0-Based Annotation
Jianghong Zhou, Weizhi Du, Md Omar Faruk Rokon +5
The rapid proliferation of e-commerce platforms accentuates the need for advanced search and retrieval systems to foster a superior user experience. Central to this endeavor is the…