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Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations - Part I
A major breakthrough in integrating generative LLMs with recommendation systems.
Feb 28
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Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations - Part I
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January 2025
Optimization in Multi Task Learning III
Gradient Surgery, Impartial Learning, Random Loss Weighting and Scalarization.
Jan 24
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Optimization in Multi Task Learning III
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November 2023
Optimization in Multi Task Learning II
Dynamic Weight Averaging, Dynamic Task Prioritization and MTL as Multi-Objective Optimization
Nov 18, 2023
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Optimization in Multi Task Learning II
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October 2023
Optimization in Multi Task Learning I
Understand and implement popular multi task optimizers
Oct 28, 2023
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Optimization in Multi Task Learning I
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Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts
Modeling the tradeoffs between task-specific objectives and inter-task relationships
Oct 14, 2023
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Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts
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Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate
The Classic sequential multi-task model from Alibaba
Oct 7, 2023
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Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion Rate
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September 2023
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
When BERT meets sequential recommendation
Sep 23, 2023
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BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
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SASRec: Self-Attentive Sequential Recommendation
When Transformer meets sequential recommendation
Sep 16, 2023
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SASRec: Self-Attentive Sequential Recommendation
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A Gentle Introduction to BERT - Pre-training of Deep Bidirectional Transformers for Language Understanding
Welcome to the new era of NLP
Sep 2, 2023
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A Gentle Introduction to BERT - Pre-training of Deep Bidirectional Transformers for Language Understanding
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August 2023
Transformer with code Part II - Encoder and Decoder
Build the encoders, decoders and put everything together
Aug 26, 2023
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Transformer with code Part II - Encoder and Decoder
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Transformer with code Part I - Positional Encoding and Multi-Head Self Attention
Yet another tutorial for Transformer
Aug 19, 2023
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Transformer with code Part I - Positional Encoding and Multi-Head Self Attention
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FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction
The SOTA of CTR prediction model from Huawei
Aug 11, 2023
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FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction
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