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122 articles · Page 2 of 2
Laiye Technology Team
Laiye Technology Team
Jan 7, 2022 · Artificial Intelligence

Understanding Vector Retrieval: Principles, Applications, and High‑Performance Algorithms

This article explains how deep learning transforms unstructured data into dense vectors, defines vector retrieval, outlines its many use cases such as product, video, and text search, discusses challenges in learning effective embeddings, and reviews high‑performance algorithms like LSH, neighbor graphs, and product quantization.

AI applicationsApproximate Nearest NeighborHNSW
0 likes · 21 min read
Understanding Vector Retrieval: Principles, Applications, and High‑Performance Algorithms
DataFunTalk
DataFunTalk
Feb 22, 2021 · Artificial Intelligence

Advances in Conversational AI at Alibaba DAMO Academy: Few-Shot Learning, Dialogue Management, and TableQA

Alibaba DAMO Academy’s Conversational AI team presents a comprehensive overview of their research breakthroughs—including few‑shot learning for low‑resource language understanding, deep‑learning‑based dialogue management, and TableQA semantic parsing—alongside large‑scale deployments in government, finance, and pandemic response services.

AI applicationsConversational AITableQA
0 likes · 20 min read
Advances in Conversational AI at Alibaba DAMO Academy: Few-Shot Learning, Dialogue Management, and TableQA
JD Cloud Developers
JD Cloud Developers
Feb 5, 2021 · Artificial Intelligence

2020 NLP Milestones & Future Trends: Insights from JD’s AI Scientist

In an InfoQ interview, JD Technology senior algorithm scientist Wu Youzheng reviews the rapid advances of natural language processing in 2020—including GPT‑3, multimodal dialogue, knowledge‑enhanced pre‑training, and knowledge graphs—while outlining the most promising research directions and practical challenges for the coming year.

AI applicationsGPT-3Multimodal
0 likes · 18 min read
2020 NLP Milestones & Future Trends: Insights from JD’s AI Scientist
DataFunTalk
DataFunTalk
Nov 14, 2020 · Artificial Intelligence

Xiaomi Knowledge Graph: Architecture, Key Technologies, and Business Applications

The article presents an in‑depth overview of Xiaomi's knowledge graph, describing its evolution, core technologies such as entity linking, knowledge fusion and concept mining, and illustrating how it powers diverse AI‑driven services like smart Q&A, virtual assistants, e‑commerce and financial applications.

AI applicationsXiaomientity linking
0 likes · 22 min read
Xiaomi Knowledge Graph: Architecture, Key Technologies, and Business Applications
Meituan Technology Team
Meituan Technology Team
Jul 23, 2020 · Artificial Intelligence

43rd ACM SIGIR 2020 Conference Overview

The 43rd ACM SIGIR 2020 International Conference on Research and Development in Information Retrieval, a premier CCF A‑class event, will be held virtually from July 25‑30, featuring theoretical and applied research on knowledge graph construction, explainable recommendation, and content generation, with a keynote by Meituan Waimai’s senior algorithm expert Maodi Hu.

ACM SIGIRAI applicationsknowledge graph
0 likes · 4 min read
43rd ACM SIGIR 2020 Conference Overview
Tencent Cloud Developer
Tencent Cloud Developer
Jul 11, 2020 · Industry Insights

How Tencent Envisions the Era of Ubiquitous AI: Key Insights from Its New White Paper

Tencent’s AI White Paper outlines the concept of ‘ubiquitous intelligence’, analyzing macro trends, policy support, supply‑demand dynamics, core technologies such as computer vision and NLP, and the pandemic‑driven acceleration of AI applications across healthcare, smart cities, manufacturing, and digital content.

AIAI applicationsPandemic Impact
0 likes · 13 min read
How Tencent Envisions the Era of Ubiquitous AI: Key Insights from Its New White Paper
iQIYI Technical Product Team
iQIYI Technical Product Team
May 8, 2020 · Artificial Intelligence

Introduction to NLP in Video Applications

When you browse video apps by tags, receive personalized recommendations, or search with keywords, the seamless experience is powered by Natural Language Processing, which analyzes and interprets textual data to connect users with relevant content, and the article invites you to scan a QR code for further exploration.

AI applicationsArtificial IntelligenceNLP
0 likes · 9 min read
Introduction to NLP in Video Applications
DataFunTalk
DataFunTalk
Apr 2, 2020 · Artificial Intelligence

Building and Applying an Industry Knowledge Graph: Lessons from Beike Real Estate

The article explains how Beike Real Estate constructs an industry knowledge graph by integrating internal and external data, outlines the technical framework and data processing steps, and demonstrates its AI-driven applications such as intelligent Q&A, recommendation, and decision support for the real‑estate market.

AI applicationsData Integrationindustry analytics
0 likes · 8 min read
Building and Applying an Industry Knowledge Graph: Lessons from Beike Real Estate
21CTO
21CTO
Mar 11, 2020 · Artificial Intelligence

Understanding the AI Revolution: From Basics to Future Impact

This article explains the rapid rise of artificial intelligence, outlines China's national AI development plan, compares human and machine intelligence, discusses current AI applications, future job impacts, and the infrastructure that will power the next industrial revolution.

AI applicationsArtificial Intelligencedeep learning
0 likes · 10 min read
Understanding the AI Revolution: From Basics to Future Impact
iQIYI Technical Product Team
iQIYI Technical Product Team
May 30, 2019 · Artificial Intelligence

Roundtable Discussion on 5G and AI at iQIYI World Conference 2019

At iQIYI’s 2019 World Conference, senior executives and academic experts debated how 5G’s low‑latency, high‑bandwidth capabilities will boost 4K/8K video, AR, and AI‑driven services, while AI already powers recommendation, quality up‑scaling and VR, though deployment challenges and cost‑benefit expectations must be managed for a seamless physical‑virtual future.

5GAI applicationsArtificial Intelligence
0 likes · 11 min read
Roundtable Discussion on 5G and AI at iQIYI World Conference 2019
Tencent Cloud Developer
Tencent Cloud Developer
Apr 16, 2019 · Artificial Intelligence

Building Image Recognition Systems: From Basics to Advanced AI Techniques

This article summarizes a computer‑vision salon where Dr. Ji Yongnan explains imaging pipelines, traditional feature‑based methods, deep‑learning breakthroughs, Tencent Cloud AI services, real‑world case studies, and answers audience questions about machine‑vision versus computer‑vision and data‑scarcity challenges.

AI applicationsObject Detectioncomputer vision
0 likes · 18 min read
Building Image Recognition Systems: From Basics to Advanced AI Techniques
DataFunTalk
DataFunTalk
Jan 14, 2019 · Artificial Intelligence

Computer Vision Fundamentals, Traditional Methods, Deep Learning Advances, and Cloud AI Deployment

This article provides a comprehensive overview of computer vision, covering its basic concepts, traditional image processing techniques, modern deep‑learning approaches, real‑world AI application cases, and the cloud infrastructure needed to support large‑scale deployment, while also offering skill‑advancement guidance.

AI applicationsCloud AIcomputer vision
0 likes · 20 min read
Computer Vision Fundamentals, Traditional Methods, Deep Learning Advances, and Cloud AI Deployment
Hulu Beijing
Hulu Beijing
Sep 27, 2018 · Artificial Intelligence

From Rules to Neural Networks: The Evolution of Machine Translation

This article traces the history of machine translation—from early rule‑based systems through statistical models that leveraged parallel corpora, to modern neural network approaches—while highlighting current applications, challenges, and future directions in the field.

AI applicationsNatural Language Processingmachine translation
0 likes · 9 min read
From Rules to Neural Networks: The Evolution of Machine Translation
Tencent Cloud Developer
Tencent Cloud Developer
Aug 13, 2018 · Artificial Intelligence

Computer Vision Technology: From Viral Social Media Apps to Enterprise AI Applications

The article surveys computer‑vision fundamentals and evolution—from early filters and feature extractors to modern deep‑learning models—illustrating how techniques like face detection, image matching, and caption generation powered viral social‑media trends and now underpin enterprise AI services on Tencent Cloud, while offering practical implementation and skill‑development guidance.

AI applicationsCNNTencent Cloud
0 likes · 18 min read
Computer Vision Technology: From Viral Social Media Apps to Enterprise AI Applications
UCloud Tech
UCloud Tech
May 21, 2018 · Artificial Intelligence

How Cloud Computing Accelerates AI Adoption: Insights from Think in Cloud 2018

The Think in Cloud 2018 conference in Beijing showcased how cloud platforms enable rapid AI deployment across sectors such as autonomous driving, intelligent customer service, and education, highlighting challenges, platform‑centric solutions, and real‑world case studies that illustrate the growing synergy between cloud computing and artificial intelligence.

AIAI applicationsCloud Computing
0 likes · 13 min read
How Cloud Computing Accelerates AI Adoption: Insights from Think in Cloud 2018
Alibaba Cloud Developer
Alibaba Cloud Developer
Jul 5, 2017 · Artificial Intelligence

Is This the New Golden Age of Visual AI? Insights from Alibaba Cloud

The article reviews the three historic AI booms, explains why today’s cloud‑based visual intelligence represents a distinct era, outlines five key factors for successful visual AI, and showcases real‑world Alibaba Cloud applications such as product search, city‑wide monitoring, medical diagnosis, and visual advertising.

AI applicationsAlibaba CloudCloud Computing
0 likes · 18 min read
Is This the New Golden Age of Visual AI? Insights from Alibaba Cloud
Meituan Technology Team
Meituan Technology Team
Feb 10, 2017 · Artificial Intelligence

Deep Learning Applications in Semantic Matching, Image Quality Ranking, and OCR at Meituan-Dianping

Meituan‑Dianping leverages deep‑learning models—including ClickNet for semantic search matching, an AlexNet‑based image‑quality ranker, and a Faster‑RCNN/FCN‑driven OCR pipeline—to personalize results, select attractive POI images, and extract text, achieving higher click‑through rates, conversions, and operational efficiency across its O2O services.

AI applicationsMeituanOCR
0 likes · 13 min read
Deep Learning Applications in Semantic Matching, Image Quality Ranking, and OCR at Meituan-Dianping
ITPUB
ITPUB
Sep 6, 2016 · Artificial Intelligence

Deep Learning Platforms: From Google’s DistBelief to Open‑Source MXNet and TensorFlow

The article reviews the evolution, challenges, and commercial and open‑source deep learning platforms—including DistBelief, COTS, Adam, MXNet, TensorFlow, and Petuum—while highlighting real‑world applications such as image recognition, recommendation, sentiment analysis, and crowd monitoring.

AI applicationsDistributed TrainingGPU acceleration
0 likes · 10 min read
Deep Learning Platforms: From Google’s DistBelief to Open‑Source MXNet and TensorFlow
Ctrip Technology
Ctrip Technology
Aug 12, 2016 · Artificial Intelligence

Deep Learning Meetup Recap: Applications in Travel, Advertising, NLP, Computer Vision, and Knowledge Graphs

Last month Ctrip Technology Center hosted a deep‑learning meetup featuring academic and industry experts from UCL, Fudan, Southeast University, Nanjing University, Huawei, Sogou and others, who presented real‑world applications of deep learning in travel, advertising, natural language processing, computer vision, and knowledge graphs.

AI applicationsAdvertisingNatural Language Processing
0 likes · 6 min read
Deep Learning Meetup Recap: Applications in Travel, Advertising, NLP, Computer Vision, and Knowledge Graphs
Ctrip Technology
Ctrip Technology
Jul 18, 2016 · Artificial Intelligence

Deep Learning Applications in Ctrip Travel Guide Community

This article reviews how Ctrip’s travel guide community leverages deep learning models such as CNN, LSTM, and RCNN for multilingual text analysis, image classification, video moderation, and data matching, and outlines future directions like knowledge graphs and virtual reality.

AI applicationsNatural Language Processingcomputer vision
0 likes · 6 min read
Deep Learning Applications in Ctrip Travel Guide Community