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Tencent Advertising Technology
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Tencent Advertising Technology

Official hub of Tencent Advertising Technology, sharing the team's latest cutting-edge achievements and advertising technology applications.

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Latest from Tencent Advertising Technology

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Tencent Advertising Technology
Tencent Advertising Technology
Sep 22, 2020 · Artificial Intelligence

Automated Machine Learning: Challenges, Techniques, and the SolnML System – Q&A Highlights from the 2020 Tencent Advertising Algorithm Competition Live Series

This article summarizes the Q&A session of the 2020 Tencent Advertising Algorithm Competition live series, covering the fundamentals of automated machine learning, its key technologies, current challenges, and the features and advantages of the SolnML system, while also addressing practical concerns such as hardware support and future research directions.

AIAutoMLSolnML
0 likes · 13 min read
Automated Machine Learning: Challenges, Techniques, and the SolnML System – Q&A Highlights from the 2020 Tencent Advertising Algorithm Competition Live Series
Tencent Advertising Technology
Tencent Advertising Technology
Sep 16, 2020 · Artificial Intelligence

Federated Learning for Advertising and Recommendation: Key Insights and Q&A

This article summarizes the 2020 Tencent Advertising Algorithm Competition live‑stream series, presenting expert explanations of federated learning, its technical background, typical use cases, privacy and security mechanisms, and answers to common questions about applying federated learning to digital marketing.

AIDigital Marketingmachine learning
0 likes · 11 min read
Federated Learning for Advertising and Recommendation: Key Insights and Q&A
Tencent Advertising Technology
Tencent Advertising Technology
Jul 30, 2020 · Artificial Intelligence

Tencent Advertising Algorithm Competition: Embedding Team's Transformer-Based Solution and Tips

The article details the Tencent Advertising Algorithm Competition semifinal, presenting the Embedding team's pure Transformer model with joint ID word embeddings, data preprocessing, training hyperparameters, model architecture, and practical tips for improving age/gender prediction from click sequences.

Competition SolutionTencent AdvertisingWord Embedding
0 likes · 7 min read
Tencent Advertising Algorithm Competition: Embedding Team's Transformer-Based Solution and Tips
Tencent Advertising Technology
Tencent Advertising Technology
Jul 30, 2020 · Artificial Intelligence

Tencent Advertising Algorithm Competition 2020: Problem Overview, Data, Model Implementation, and Results

This article details the 2020 Tencent Advertising Algorithm Competition, describing the user profiling task, data fields, feature engineering, Python code for ID mapping and Word2Vec training, multiple model architectures (LSTM, CNN-Inception, transformer), and the final performance results achieved by the team.

AdvertisingCNNCompetition
0 likes · 13 min read
Tencent Advertising Algorithm Competition 2020: Problem Overview, Data, Model Implementation, and Results
Tencent Advertising Technology
Tencent Advertising Technology
Jul 30, 2020 · Artificial Intelligence

Winning Strategies for the Tencent Advertising Algorithm Competition: Text Classification with Word2Vec and BiLSTM

The article details the Tencent Advertising Algorithm competition final, explains the chizhu team's approach of converting ad IDs into word sequences for text classification using large‑scale word2vec embeddings and a dual BiLSTM architecture, presents custom loss functions, training tricks, and shares full Python model code, achieving an overall rank of 11.

AdvertisingBiLSTMCompetition
0 likes · 9 min read
Winning Strategies for the Tencent Advertising Algorithm Competition: Text Classification with Word2Vec and BiLSTM
Tencent Advertising Technology
Tencent Advertising Technology
Jul 16, 2020 · Artificial Intelligence

Interview with DYG Team Member Wang He: Team Story and Model Fusion Strategies for the Competition

In this interview, DYG team member Wang He introduces his teammates, explains why they formed the team, and shares detailed model‑fusion techniques—including input variation, diverse model architectures, and training‑target differences—to boost competition scores during the final stage.

AICompetitionModel Fusion
0 likes · 6 min read
Interview with DYG Team Member Wang He: Team Story and Model Fusion Strategies for the Competition
Tencent Advertising Technology
Tencent Advertising Technology
Jun 29, 2020 · Artificial Intelligence

2020 Tencent Advertising Rhinoceros Bird Special Research Program Call for Proposals

The Tencent Advertising Rhinoceros Bird Special Research Program, launched in June 2020, invites global academia to collaborate on advertising technology challenges in AI, big data, and related fields, outlining the application process, evaluation criteria, and accompanying Wiztalk lecture series.

Tencent AdvertisingWiztalk Lecturesacademic collaboration
0 likes · 4 min read
2020 Tencent Advertising Rhinoceros Bird Special Research Program Call for Proposals
Tencent Advertising Technology
Tencent Advertising Technology
Jun 22, 2020 · Artificial Intelligence

Graph-based Evidence Aggregating and Reasoning (GEAR) Model for Fact Verification in NLP

The article explains how the GEAR model uses graph neural networks and BERT representations to aggregate multiple pieces of evidence for fact verification, improving accuracy on datasets like FEVER and offering applications in misinformation detection, knowledge‑graph completion, and advertising analytics.

BERTGEAR modelNLP
0 likes · 8 min read
Graph-based Evidence Aggregating and Reasoning (GEAR) Model for Fact Verification in NLP