Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data.
Xiao LiuZirui WuXueqing WuPan LuKai-Wei ChangYansong FengPublished in: ACL (Findings) (2024)
Keyphrases
- data sets
- original data
- synthetic data
- data analysis
- data collection
- databases
- raw data
- statistical analysis
- data sources
- knowledge base
- knowledge discovery
- data processing
- high dimensional data
- high quality
- experimental data
- database systems
- state space
- data mining techniques
- prior knowledge
- sufficient conditions
- data structure