MarkQA: A large scale KBQA dataset with numerical reasoning.
Xiang HuangSitao ChengYuheng BaoShanshan HuangYuzhong QuPublished in: EMNLP (2023)
Keyphrases
- real world
- small scale
- knowledge base
- automated reasoning
- real life
- sensitivity analysis
- qualitative models
- numerical methods
- neural network
- knowledge representation
- reasoning systems
- qualitative and quantitative
- artificial intelligence
- probabilistic reasoning
- web scale
- analogical reasoning
- numerical analysis
- synthetic datasets
- model based reasoning
- numerical data
- default reasoning
- feature set
- feature vectors
- decision trees
- search engine