xidongbo / AITM
TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising. [https://arxiv.org/abs/2105.08489]
☆110Updated last year
Related projects ⓘ
Alternatives and complementary repositories for AITM
- Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020☆109Updated 3 years ago
- Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction☆210Updated 3 years ago
- Deep Feedback Network for Recommendation☆93Updated 4 years ago
- ☆171Updated 4 years ago
- DeepFM for CTR prediction problem （pytorch 1.0）☆71Updated 5 years ago
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆127Updated 3 years ago
- ☆103Updated last year
- ctr、cvr预估☆49Updated 3 years ago
- Deep Interest Network for Click-Through Rate Prediction / Deep Interest Evolution Network for Click-Through Rate Prediction☆74Updated 4 years ago
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆70Updated 5 years ago
- AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction☆182Updated 2 years ago
- Solution to the Debiasing Track of KDD CUP 2020☆155Updated last year
- Sequential deep matching model for recommender system at Alibaba☆203Updated 4 years ago
- MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction☆77Updated 3 years ago
- Deep Match to Rank Model for Personalized Click-Through Rate Prediction☆234Updated 4 years ago
- A demo code of KDD2020 paper "M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems"☆97Updated 4 years ago
- MMoE-TF2.0☆28Updated 4 years ago
- some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interes…☆70Updated 5 years ago
- Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"☆280Updated 3 years ago
- UBR4CTR is the code for our proposed User Behavior Retrieval for CTR Prediction framework in SIGIR 2020.☆77Updated 3 years ago
- ☆212Updated 4 years ago
- ☆59Updated 3 years ago
- ☆193Updated 4 years ago
- Implements of Awesome RecSystem Models with PyTorch/TF2.0☆256Updated 4 years ago
- esmm model by tensorflow keras☆64Updated 3 years ago
- Google多任务模型MMoE☆78Updated 3 years ago
- Implementation and experimental comparison of ES-DFM (Yang et al. 2021), Delayed feedback model(DFM, Chapelle 2014), Feedback Shift Impor…☆75Updated last year
- multi task mode for esmm and mmoe☆128Updated 3 years ago
- ☆284Updated 5 years ago
- A python library contain classic algorithms and deep models on recommender system☆46Updated 4 years ago