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6. 11. 2024Embedding Collapse in Recommender Systems: Causes, Consequences, and Solutions – blog.reachsumit.com 11. 8. 2024Incorporating Ads into Large Language Models Outputs – blog.reachsumit.com 22. 6. 2024The Evolution of Multi-task Learning Based Video Recommender Systems - Part 2 – blog.reachsumit.com 16. 6. 2024The Evolution of Multi-task Learning Based Video Recommender Systems - Part 1 – blog.reachsumit.com 26. 1. 2024An Introduction to Multi-Task Learning based Recommender Systems – blog.reachsumit.com 7. 1. 2024A Guide to User Behavior Modeling – blog.reachsumit.com 26. 12. 2023Strategies for Effective and Efficient Text Ranking Using Large Language Models – blog.reachsumit.com 20. 12. 2023Prompting-based Methods for Text Ranking Using Large Language Models – blog.reachsumit.com 6. 9. 2023Generative Retrieval for End-to-End Search Systems – blog.reachsumit.com 18. 6. 2023Representing Users and Items in Large Language Models based Recommender Systems – blog.reachsumit.com 30. 5. 2023Shallow Embedding Models for Heterogeneous Graphs – blog.reachsumit.com 21. 5. 2023Tuning Large Language Models for Recommendation Tasks – blog.reachsumit.com 15. 5. 2023ChatGPT-based Recommender Systems – blog.reachsumit.com 7. 5. 2023Shallow Embedding Models for Homogeneous Graphs – blog.reachsumit.com 30. 4. 2023A Guide to Graph Representation Learning – blog.reachsumit.com 23. 4. 2023Mixture-of-Experts based Recommender Systems – blog.reachsumit.com 17. 4. 2023Diffusion Modeling based Recommender Systems – blog.reachsumit.com 10. 4. 2023Zero and Few Shot Recommender Systems based on Large Language Models – blog.reachsumit.com 4. 4. 2023Twitter's For You Recommendation Algorithm – blog.reachsumit.com 27. 3. 2023Self-Supervised Contrastive Approaches for Video Representation Learning – blog.reachsumit.com 22. 3. 2023Positive and Negative Sampling Strategies for Representation Learning in Semantic Search – blog.reachsumit.com 16. 3. 2023Zero and Few Shot Text Retrieval and Ranking Using Large Language Models – blog.reachsumit.com 9. 3. 2023Next Gen Recommender Systems: Real-time reranking on mobile devices – blog.reachsumit.com 4. 3. 2023Two Tower Model Architecture: Current State and Promising Extensions – blog.reachsumit.com 21. 1. 2023Specialized Deep Learning Architectures for Time Series Forecasting – blog.reachsumit.com 20. 12. 2022Statistical vs Machine Learning vs Deep Learning Modeling for Time Series Forecasting – blog.reachsumit.com 6. 11. 2022Recommender Systems for Modeling Feature Interactions under Sparse Settings – blog.reachsumit.com 25. 9. 2022Collaborative Filtering based Recommender Systems for Implicit Feedback Data – blog.reachsumit.com 20. 6. 2022Comparing NoSQL Models: A Guide for Selecting the Best-fitting Database Model – blog.reachsumit.com 9. 6. 2022SQL vs NoSQL vs NewSQL: An In-depth Literature Review – blog.reachsumit.com 7. 12. 2020Towards Empathetic Dialogue Systems – blog.reachsumit.com 26. 10. 2020Effective LeetCode: Understanding the Sliding Window Pattern – blog.reachsumit.com 19. 7. 2020How Twitter Reduced Search Indexing Latency to One Second – blog.reachsumit.com 18. 7. 2020Building a spell-checker with FastText word embeddings – blog.reachsumit.com 14. 7. 2020Skip List Data Structure - Explained! – blog.reachsumit.com