zhangirazerbayev
commited on
Commit
•
7d3bf12
1
Parent(s):
34e19aa
added citation
Browse files
README.md
CHANGED
@@ -13,6 +13,17 @@ license: mit
|
|
13 |
### Dataset Summary
|
14 |
ProofNet is a benchmark for autoformalization and formal proving of undergraduate-level mathematics. The ProofNet benchmarks consists of 371 examples, each consisting of a formal theorem statement in Lean 3, a natural language theorem statement, and a natural language proof. The problems are primarily drawn from popular undergraduate pure mathematics textbooks and cover topics such as real and complex analysis, linear algebra, abstract algebra, and topology. We intend for ProofNet to be a challenging benchmark that will drive progress in autoformalization and automatic theorem proving.
|
15 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
16 |
### Leaderboard
|
17 |
**Statement Autoformalization**
|
18 |
| Model | Typecheck Rate | Accuracy |
|
|
|
13 |
### Dataset Summary
|
14 |
ProofNet is a benchmark for autoformalization and formal proving of undergraduate-level mathematics. The ProofNet benchmarks consists of 371 examples, each consisting of a formal theorem statement in Lean 3, a natural language theorem statement, and a natural language proof. The problems are primarily drawn from popular undergraduate pure mathematics textbooks and cover topics such as real and complex analysis, linear algebra, abstract algebra, and topology. We intend for ProofNet to be a challenging benchmark that will drive progress in autoformalization and automatic theorem proving.
|
15 |
|
16 |
+
**Citation**:
|
17 |
+
```bibtex
|
18 |
+
@misc{azerbayev2023proofnet,
|
19 |
+
title={ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics},
|
20 |
+
author={Zhangir Azerbayev and Bartosz Piotrowski and Hailey Schoelkopf and Edward W. Ayers and Dragomir Radev and Jeremy Avigad},
|
21 |
+
year={2023},
|
22 |
+
eprint={2302.12433},
|
23 |
+
archivePrefix={arXiv},
|
24 |
+
primaryClass={cs.CL}
|
25 |
+
}
|
26 |
+
```
|
27 |
### Leaderboard
|
28 |
**Statement Autoformalization**
|
29 |
| Model | Typecheck Rate | Accuracy |
|