Semantic Modeling

DataFunSummit

Feb 5, 2024 · Artificial Intelligence

Ant Group's Knowledge Graph: Overview, Construction, Applications, and Integration with Large Models

Ant Group shares its comprehensive knowledge graph initiatives, detailing the fundamentals, construction pipeline, fusion techniques, cognitive representations, diverse business applications, and the emerging synergy between knowledge graphs and large language models, illustrating how graph-based AI enhances accuracy, interpretability, and downstream services.

Artificial IntelligenceGraph FusionSemantic Modeling

0 likes · 14 min read

Ant Group's Knowledge Graph: Overview, Construction, Applications, and Integration with Large Models

DataFunSummit

Feb 3, 2023 · Artificial Intelligence

Interactive BERT for Relevance in Health E‑commerce Search

This article presents an in‑depth exploration of an interactive BERT‑based relevance model for health e‑commerce search, detailing the business context, query and product feature extraction, domain‑specific sample generation, model architecture enhancements, offline and online performance gains, and practical deployment through knowledge distillation.

AIBERTSearch Relevance

0 likes · 14 min read

Interactive BERT for Relevance in Health E‑commerce Search

DataFunTalk

Jan 11, 2023 · Artificial Intelligence

Exploring Interactive BERT for Relevance in Health E‑commerce Search

This article presents a comprehensive overview of Alibaba Health's interactive BERT approach for improving relevance in health e‑commerce search, covering business background, model design, domain‑specific data construction, knowledge‑distilled twin‑tower deployment, experimental results, and a detailed Q&A session.

AIBERTSearch Relevance

0 likes · 14 min read

Exploring Interactive BERT for Relevance in Health E‑commerce Search

DataFunTalk

Jul 7, 2021 · Big Data

Solving Data Island Challenges and Enabling Advanced OLAP Analysis on Heterogeneous Big Data Platforms – Kyligence Solution Overview

This article explains the growing analytical demands in the big‑data era, the limitations of traditional OLAP, and how Kyligence’s distributed OLAP engine addresses data‑island issues, multi‑dimensional and many‑to‑many analysis, unified security, and performance optimization with MDX on Spark, delivering a seamless Excel‑like experience.

AnalyticsOLAPSemantic Modeling

0 likes · 9 min read

Solving Data Island Challenges and Enabling Advanced OLAP Analysis on Heterogeneous Big Data Platforms – Kyligence Solution Overview