Update README.md

README.md

@@ -17,7 +17,7 @@ dataset_info:
     num_bytes: 79511.2398921833
     num_examples: 186
   download_size: 68793
-  dataset_size: 158595.0
+  dataset_size: 158595
 configs:
 - config_name: default
   data_files:
@@ -25,12 +25,23 @@ configs:
     path: data/valid-*
   - split: test
     path: data/test-*
+license: mit
+task_categories:
+- translation
+- text-generation
+language:
+- en
+tags:
+- code
+pretty_name: ProofNet#
+size_categories:
+- n<1K
 ---
 
 # ProofNet#
 
 ProofNet# is a Lean 4 port of the [ProofNet](https://huggingface.co/datasets/hoskinson-center/proofnet) benchmark including fixes.
-This benchmark has been made compatible for all Lean versions between v4.7.0 and v4.16.0.
+This benchmark has been made compatible for all Lean versions between v4.7.0 and v4.16.0-rc2.
 
 A comparison with some of the other existing ports can be found at:
 https://proofnet4-fix.streamlit.app/.
@@ -39,6 +50,26 @@ https://proofnet4-fix.streamlit.app/.
 
 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.
 
+## Tasks
+
+- Statement autoformalization:
+  - Input: `nl_statement`
+  - Output: `lean4_formalization`
+- Proof autoformalization:
+  - Input: `lean4_formalization`, `nl_proof`, 
+  - Output: use Lean to check if the generated proof is correct.
+- Theorem Proving
+  - Input: `lean4_formalization`
+  - Output: use Lean to check if the generated proof is correct.
+
+## Data Fields
+
+    id: Unique string identifier for the problem.
+    nl_statement: Natural language theorem statement.
+    nl_proof: Mathematical proof in natural language for the theorem statement.
+    lean4_src_header: File header including imports, namespaces, and locales required for the formal statement.
+    lean4_formalization: Formal theorem statement in Lean 4.
+    
 ## Citation
 
 ProofNet# is introduced in [Improving Autoformalization using Type Checking](https://arxiv.org/abs/2406.07222).
@@ -64,11 +95,4 @@ Original work where ProofNet has been introduced:
       archivePrefix={arXiv},
       primaryClass={cs.CL}
 }
-```
-
-## Data Fields
-
-    id: Unique string identifier for the problem.
-    nl_statement: Natural language theorem statement.
-    lean4_src_header: File header including imports, namespaces, and locales required for the formal statement.
-    lean4_formalization: Formal theorem statement in Lean 4.
+```