Update README.md

README.md

@@ -5,7 +5,9 @@ tags:
 - lean
 ---
 
-Lean 4 tactic prediction examples extracted from Mathlib. 
+## [miniCTX: Neural Theorem Proving with (Long-)Contexts]()
+
+Lean 4 tactic prediction examples extracted from Mathlib.
 
 These examples have **not** been formatted for instruction tuning (including data splits).
 
@@ -13,7 +15,9 @@ Please see `l3lab/ntp-mathlib-instruct-*` for datasets with instruction tuning e
 
 
 ### Version
-Generated using `ntptutorial`'s `ntp-training-data` with the following config:
+Generated using `ntptoolkit`'s `ntp-training-data`. 
+
+It used the following config for `ntp-training-data`:
 
 ```json
 {
@@ -51,14 +55,13 @@ print(len(ds['train']))
 
 #### Citation
 
-Until an associated preprint is available, please cite the tutorial's repository:
+Please cite:
 ```
-@misc{ntptutorialII,
-  author = {Sean Welleck},
-  title = {Neural theorem proving tutorial II},
+@misc{hu2024minictx,
+  author = {Jiewen Hu and Thomas Zhu and Sean Welleck},
+  title = {miniCTX: Neural Theorem Proving with (Long-)Contexts},
   year = {2024},
-  publisher = {GitHub},
-  journal = {GitHub repository},
-  howpublished = {\url{https://github.com/cmu-l3/ntptutorial-II}},
+  eprint={},
+  archivePrefix={arXiv},
 }
-```
+```