Bringing Agentic Search to Earth Observation Data Discovery
cs.IR, cs.LG
Submitted: 2026-07-02
Updated: 2026-09-24
Terminology
Sources
- FinAgentBench: A Benchmark Dataset for Agentic Retrieval in Financial Question Answering
- AutoNumerics: An Autonomous, PDE-Agnostic Multi-Agent Pipeline for Scientific Computing
- Precise Zero-Shot Dense Retrieval without Relevance Labels
- AutoClimDS: Climate Data Science Agentic AI -- A Knowledge Graph is All You Need
- HydroAgent: Closing the Gap Between Frontier LLMs and Human Experts in Hydrologic Model Calibration via Simulator-Grounded RL
- Towards Intelligent Geospatial Data Discovery: a knowledge graph-driven multi-agent framework powered by large language models
- Zero-Shot Listwise Document Reranking with a Large Language Model
- Accelerating Earth Science Discovery via Multi-Agent LLM Systems
- RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!
- Toolformer: Language Models Can Teach Themselves to Use Tools
- DSEBench: A Test Collection for Explainable Dataset Search with Examples
- Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents
- ReSearch: A Multi-Stage Machine Learning Framework for Earth Science Data Discovery
- Multi-Disciplinary Dataset Discovery from Citation-Verified Literature Contexts
- A Reference Architecture for Agentic Hybrid Retrieval in Dataset Search
- Rank-K: Test-Time Reasoning for Listwise Reranking
- ReAct: Synergizing Reasoning and Acting in Language Models
- Efficient Kilometer-Scale Precipitation Downscaling with Conditional Wavelet Diffusion
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