Recsys - Tag - Sumit's Diary

Recsys

2024

Embedding Collapse in Recommender Systems: Causes, Consequences, and Solutions 11-06

The Evolution of Multi-task Learning Based Video Recommender Systems - Part 2 06-22

The Evolution of Multi-task Learning Based Video Recommender Systems - Part 1 06-16

An Introduction to Multi-Task Learning based Recommender Systems 01-26

A Guide to User Behavior Modeling 01-07

2023

Representing Users and Items in Large Language Models based Recommender Systems 06-18

Tuning Large Language Models for Recommendation Tasks 05-21

ChatGPT-based Recommender Systems 05-15

Mixture-of-Experts based Recommender Systems 04-23

Diffusion Modeling based Recommender Systems 04-17

Zero and Few Shot Recommender Systems based on Large Language Models 04-10

Twitter's For You Recommendation Algorithm 04-04

Next Gen Recommender Systems: Real-time reranking on mobile devices 03-09

Two Tower Model Architecture: Current State and Promising Extensions 03-04

2022

Feature-Interactions Based Information Retrieval Models 11-06

Collaborative Filtering based Recommender Systems for Implicit Feedback Data 09-25