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: CoRR (2024)
Keyphrases
- data sets
- data analysis
- data collection
- raw data
- sensor data
- training data
- statistical methods
- data sources
- data processing
- image data
- small number
- original data
- statistical analysis
- data quality
- prior knowledge
- data structure
- high quality
- input data
- causal reasoning
- synthetic data
- computer systems
- markov chain
- knowledge discovery
- knowledge representation
- artificial intelligence