| license: apache-2.0 | |
| task_categories: | |
| - question-answering | |
| tags: | |
| - math | |
| - formalization | |
| - lean | |
| This dataset is used in the paper [Assisting Mathematical Formalization with A Learning-based Premise Retriever](https://huggingface.co/papers/2501.13959). It contains data for training and evaluating a premise retriever for the Lean theorem prover. | |
| The dataset is described in detail in the [GitHub repository](https://github.com/ruc-ai4math/Premise-Retrieval). It consists of proof states and corresponding premises from the Mathlib library. The data is designed to train a model to effectively retrieve relevant premises for a given proof state, assisting users in the mathematical formalization process. The dataset is available for download at [this link](https://huggingface.co/datasets/ruc-ai4math/mathlib_handler_benchmark_410). |