MovieLens 1M

MovieLens 1M is a dataset containing 1 million movie ratings used to evaluate multi-objective movie recommendation tasks.

Papers using MovieLens 1M (4)

SAILRec: Steering LLM Attention to Dual-Side Semantically Aligned Collaborative Embeddings for Recommendation2026UtilityMax Prompting: A Formal Framework for Multi-Objective Large Language Model Tasks2026End-to-End Personalization: Unifying Recommender Systems with Large Language Models2025Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge2025