EarthSE provides a two-level QA benchmark and an open-ended dialogue benchmark for Earth science and shows current LLMs perform poorly on both.
K2: A foundation language model for geoscience knowledge understanding and utilization
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
other 1
citation-polarity summary
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1roles
other 1polarities
unclear 1representative citing papers
citing papers explorer
-
EarthSE: A Benchmark for Evaluating Earth Scientific Exploration Capability of LLMs
EarthSE provides a two-level QA benchmark and an open-ended dialogue benchmark for Earth science and shows current LLMs perform poorly on both.