Content generation

DaTaobao Tech

Mar 17, 2025 · Artificial Intelligence

AI-Powered Content Generation and Template Automation for E‑commerce

Taobao’s AI‑driven content system now generates product guides, videos and multimodal assets across the shopping journey by automatically converting designer mock‑ups into HTML templates, extracting key information, filling slots with product data, and refining layouts via natural‑language feedback, dramatically cutting manual effort and enabling rapid, personalized e‑commerce experiences.

AIContent generationLarge Language Models

0 likes · 8 min read

AI-Powered Content Generation and Template Automation for E‑commerce

DaTaobao Tech

Mar 7, 2025 · Artificial Intelligence

Taobao Content AI: Summary of AIGC Content Generation and Multimodal Model Techniques

Taobao’s AIGC pipeline combines a human‑feedback multimodal reward model, audio‑visual joint pre‑training, and Mixture‑of‑Experts distillation to clean data, align outputs with user preferences, and achieve state‑of‑the‑art multimodal LLM performance that drives content cold‑start and conversion gains in e‑commerce.

AIGCContent generationData Optimization

0 likes · 10 min read

Taobao Content AI: Summary of AIGC Content Generation and Multimodal Model Techniques

DevOps

Dec 23, 2024 · Artificial Intelligence

Understanding AIGC Agents: Definition, Core Features, Underlying Logic, and Commercial Applications

This article explains what AIGC agents are, outlines their four main characteristics, describes the underlying transformer‑based architecture, dual‑stage learning, probabilistic generation and feedback optimization, and explores their current and future commercial use cases across content creation, knowledge bases, customer service, internal operations, and product design.

AIGCArtificial IntelligenceBusiness Applications

0 likes · 14 min read

Understanding AIGC Agents: Definition, Core Features, Underlying Logic, and Commercial Applications

DaTaobao Tech

Dec 20, 2024 · Artificial Intelligence

AIGC Applications in Fresh E‑Commerce: 2024 Overview

In 2024, AI‑generated content transforms fresh‑food e‑commerce by leveraging large language and multimodal models to automatically craft concise product copy, synthesize realistic images and short‑video GIFs, detect and fix visual defects, and build brand‑specific style libraries, paving the way for future voice‑driven storytelling and personalized shopping experiences.

AIGCContent generationFresh E-commerce

0 likes · 7 min read

AIGC Applications in Fresh E‑Commerce: 2024 Overview

DataFunSummit

Nov 6, 2024 · Artificial Intelligence

Applying AIGC to Transform Insurance Marketing at Ant Group

This article explains how Ant Group’s insurance marketing team leverages Artificial Intelligence‑generated content (AIGC) to create personalized marketing materials, automate recommendation workflows, and produce video scripts, thereby improving efficiency, compliance, and user engagement in the insurance sector.

AIGCArtificial IntelligenceContent generation

0 likes · 9 min read

Applying AIGC to Transform Insurance Marketing at Ant Group

DaTaobao Tech

Jan 3, 2024 · Artificial Intelligence

AIGC: The Dawn of AI-Generated Content

AIGC, or AI‑generated content, spans text, image, audio and video creation, evolving from early experiments to rapid growth marked by breakthroughs like ChatGPT and GPT‑3/4, with large models providing the technical foundation, while addressing technical hurdles, ethical concerns, and future application trends worldwide.

AI DevelopmentAIGCBig Models

0 likes · 20 min read

DataFunTalk

Sep 14, 2021 · Artificial Intelligence

Multimodal and Human‑Computer Interaction Technologies for E‑commerce Live Streaming: From Q&A to Live Broadcast

This talk explores how multimodal AI, knowledge‑graph‑enhanced script generation, and advanced reading‑comprehension techniques enable virtual anchors to transform e‑commerce live streaming from simple Q&A bots into interactive, content‑rich live broadcasts, addressing challenges of material sourcing, personalization, and low‑latency response.

Content generationLiveQAe-commerce live streaming

0 likes · 19 min read

Multimodal and Human‑Computer Interaction Technologies for E‑commerce Live Streaming: From Q&A to Live Broadcast

58 Tech

Dec 23, 2020 · Artificial Intelligence

Application Practice of Intelligent Writing Technology in the 58 Community Content Platform

The article reviews the rise of AI‑driven intelligent writing robots, outlines industry use cases, explains two main generation methods, and details how 58.com leverages massive structured data to automatically produce narrative, emotion‑rich listings for vehicles, housing, and jobs, enhancing user engagement.

58.comAIContent generation

0 likes · 6 min read

Application Practice of Intelligent Writing Technology in the 58 Community Content Platform

DataFunTalk

Jan 14, 2020 · Artificial Intelligence

Intelligent Supply‑Demand Matching, Assistants, and Content Operations on Alibaba's 1688 B2B Platform

The article explains how Alibaba's 1688 B2B platform uses AI‑driven supply‑demand matching, intelligent assistants, and automated content generation to streamline massive product operations, improve market analysis, and boost conversion rates, illustrating the underlying data‑driven models and workflow architecture.

AIContent generationSupply-demand matching

0 likes · 8 min read

Intelligent Supply‑Demand Matching, Assistants, and Content Operations on Alibaba's 1688 B2B Platform