Update README.md

README.md

@@ -48,8 +48,7 @@ The datasets generation scripts can be found at [here](https://github.com/pnnl/M
 
 ## Task
 
-**ML task:** Given a permutation, predict the mHeight. Re-discover the notation
-of mHeight from a performant model.
+**ML task:** Re-discover the notation of mHeight from a performant model.
 
 ## Small model performance
 We provide some basic baselines for this task. Benchmarking details can be found in the associated paper.
@@ -62,6 +61,6 @@ The \\(\pm\\) signs indicate 95% confidence intervals from random weight initial
 
 ## References
 
-[1] Gaetz, Christian, and Yibo Gao. "On the minimal power of $q$ in a Kazhdan-Lusztig polynomial." arXiv preprint arXiv:2303.13695 (2023).  
+[1] Gaetz, Christian, and Yibo Gao. "On the minimal power of \\(q\\) in a Kazhdan-Lusztig polynomial." arXiv preprint arXiv:2303.13695 (2023).  
 [2] Billey, Sara, and Alexander Postnikov. "Smoothness of Schubert varieties via patterns in root subsystems." Advances in Applied Mathematics 34.3 (2005): 447-466.  
 [3] Billey, Sara C. "Pattern avoidance and rational smoothness of Schubert varieties." Advances in Mathematics 139.1 (1998): 141-156.