information retrieval
Information retrieval is the process of obtaining information system resources that are relevant to an information need from within large collections, often involving the use of algorithms and models to rank and present results based on query inputs.
- FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents
- Hierarchical Retrieval: The Geometry and a Pretrain-Finetune Recipe
- Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
- Optimizing Retrieval for RAG via Reinforced Contrastive Learning
- REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
- Scalable In-context Ranking with Generative Models
- Video World Models with Long-term Spatial Memory