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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
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
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.

Big DataTencent AdvertisingWiztalk Lectures
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 modelGraph Neural Networks
0 likes · 8 min read
Graph-based Evidence Aggregating and Reasoning (GEAR) Model for Fact Verification in NLP
Tencent Advertising Technology
Tencent Advertising Technology
Jun 15, 2020 · Artificial Intelligence

Insights from a Top Contestant on the Tencent Advertising Algorithm Competition: Transformer Modeling and Model Fusion

In this article, a second‑place contestant from Xiamen University shares his practical experience with word2vec‑based sequence models, transformer learning‑rate tuning, handling masked positions in max‑pooling, and techniques for increasing model diversity through input and parameter variations for a large‑scale advertising algorithm competition.

machine learning
0 likes · 4 min read
Insights from a Top Contestant on the Tencent Advertising Algorithm Competition: Transformer Modeling and Model Fusion
Tencent Advertising Technology
Tencent Advertising Technology
Jun 10, 2020 · Artificial Intelligence

Improving Advertising Inventory Forecasting with Deep Spatial‑Temporal Tensor Factorization

The article explains how advertising inventory forecasting—predicting how many users will see a specific ad—poses challenges due to fluctuating traffic and user segmentation, and describes a new deep spatial‑temporal tensor factorization model that dramatically improves prediction accuracy, scalability, and robustness for large‑scale ad platforms.

AIAdvertisingDeep Learning
0 likes · 11 min read
Improving Advertising Inventory Forecasting with Deep Spatial‑Temporal Tensor Factorization
Tencent Advertising Technology
Tencent Advertising Technology
May 12, 2020 · Artificial Intelligence

Insights and Solution Approaches for the 2020 Tencent Advertising Algorithm Competition

The 2020 Tencent Advertising Algorithm Competition challenges participants to predict user gender and age from 90‑day click logs, and the champion shares data understanding, feature engineering techniques such as one‑hot, TF‑IDF, Word2Vec, and modeling strategies including GBDT and RNN/LSTM/GRU to guide competitors.

AdvertisingCompetitionTencent
0 likes · 4 min read
Insights and Solution Approaches for the 2020 Tencent Advertising Algorithm Competition