搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommen…

A collection of research and application papers of (uncertainty) calibration techniques.

Summary, Code for Deep Neural Network Quantization

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020

Attentive Neural Point Processes for Event Forecasting, AAAI 2021

TensorFlow code and pre-trained models for BERT

Long Range Arena for Benchmarking Efficient Transformers

Awesome Self-supervised papers in CV, NLP, Graph, Recommendation, ML and so on.

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

A curated list of awesome self-supervised methods

A Unified Library for Parameter-Efficient and Modular Transfer Learning

Decoupled Graph Convolution Network for Inferring Substitutable and Complementary Items, CIKM 2020

Neural Interactive Collaborative Filtering, SIGIR 2020

Deep Match to Rank Model for Personalized Click-Through Rate Prediction

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

手写实现李航《统计学习方法》书中全部算法

TensorFlow implementation of "Pointer Networks"

Code for "Shopping Occasions and Sequential Recommendation in E-commerce" (WSDM2020)

Paper list for Network Embedding, Knowledge Base Embedding, Graph Neural Networks

Hierarchical User Profiling for E-commerce RecommenderSystems, WSDM 2020

Python class for generation and parameter estimation of multivariate Hawkes processes

Semi-supervised User Profiling with Heterogeneous Graph Attention Networks, IJCAI 2019.

Deep Reinforcement Learning For Sequence to Sequence Models

Materials for DRL

Awesome papers in DRL

Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.

HLGPS: A Home Location Global Positioning System in Location-Based Social Networks, ICDM 2016