All Series - Sumit's Diary

All Series

LLM-based Text Retrieval/Ranking ³

Strategies for Effective and Efficient Text Ranking Using Large Language Models

Prompting-based Methods for Text Ranking Using Large Language Models

Zero and Few Shot Text Retrieval and Ranking Using Large Language Models

Adaptive RAG (Selective Retrieval) ³

Probing LLMs' Knowledge Boundary: Adaptive RAG, Part 3

Deciding When Not to Retrieve: Adaptive RAG, Part 2

The Hidden Costs of Naive Retrieval: Adaptive RAG, Part 1

Multi-task Learning for Video Recsys ²

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

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