Update README.md

README.md

@@ -109,6 +109,6 @@ Books Dataset:
 # Reults and Comparison with kmfoda/booksum
 
 
-Slight improvement on R1/R2 scores. In the plot for this dataset, first \[0\] is chosen for each chapter. If best reference summary is chosen from the list for each chapter, theere are further improvements but are not shown here for fairness.
+Tested on the 'test' split of chapter sub-dataset. There are slight improvement on R1/R2 scores compared to another BookSum repo likely due to the work done on cleaning the misalignments in the alignment file. In the plot for this dataset, first summary \[0\] is chosen for each chapter. If best reference summary is chosen from the list for each chapter, theere are further improvements but are not shown here for fairness.
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/62a7d1e152aa8695f9209345/lUNes4SFXVMdtebGMEJK0.png)