readme: minor fixes

README.md

@@ -16,7 +16,7 @@ tags:
 
 This (unofficial) Flair NER model was trained on annotated Bavarian Wikipedia articles from the BarNER dataset that was proposed in the ["Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data"](https://aclanthology.org/2024.lrec-main.1262/) LREC-COLING 2024 paper by Siyao Peng, Zihang Sun, Huangyan Shan, Marie Kolm, Verena Blaschke, Ekaterina Artemova and Barbara Plank.
 
-The released dataset is used in the *coarse* setting that is shown in Table 3 in the paper. The following Named Entities are available:
+The [released dataset](https://github.com/mainlp/BarNER) is used in the *coarse* setting that is shown in Table 3 in the paper. The following Named Entities are available:
 
 * `PER`
 * `LOC`
@@ -28,7 +28,7 @@ The released dataset is used in the *coarse* setting that is shown in Table 3 in
 We perform a hyper-parameter search over the following parameters:
 
 * Batch Sizes: `[32, 16]`
-* Learning Rates: `[7e-06, 8e-06, 9e-06, 1e-05]
+* Learning Rates: `[7e-06, 8e-06, 9e-06, 1e-05]`
 * Epochs: `[20]`
 * Subword Pooling: `[first]`