Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

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

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

00_Embedding

01_Matching

ANN

Graph_Neural_Networks

02_Pre-ranking

03_Ranking

Calibration

Classic

DNN

Delayed-Feedback-Problem

Feature-Crossing

Longterm-Sequence-Modeling

Loss

Multi-Modal

Multi-domain-Multi-Scenario

Multi-task

PersonalizedWeight

Pre-training

Sequence-Modeling

Trigger

04_Post-ranking

Seq2Slate

05_Relevance

06_Cascade

07_LLM

00_LLM_SearchRecAds

01_LLM_Classical

MultiModal

Self_Supervised_Learning

08_Transfer_Learning

Cross-domain

Transfer

09_Reinforcement_Learning

Conference

KDD2023

KDD2024

Corporation

Google

JDRecSys

TaobaoSearch

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