MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs.
Zimu LuAojun ZhouHouxing RenKe WangWeikang ShiJunting PanMingjie ZhanHongsheng LiPublished in: CoRR (2024)
Keyphrases
- synthetic data
- real image data
- data sets
- real world
- knowledge base
- knowledge representation
- automated reasoning
- mathematical proofs
- human reasoning
- mri data
- spatial reasoning
- answering questions
- qualitative reasoning
- reasoning tasks
- reasoning systems
- automatically generating
- knowledge processing
- machine translation
- machine learning
- reasoning process
- uncertain information
- model based reasoning
- mathematical expressions
- synthetic datasets