Update Readme

README.md

@@ -187,7 +187,7 @@ The dataset contains five subtask or skills:
 
 ![Sequence Filling](figures/seq_filling.png)
 
-Given a sequence of comic panels, a missing panel, and a set of option panels, the task is to select the panel that best fits the sequence.
+Given a sequence of comic panels, a missing panel, and a set of option panels, the task is to pick the panel that best fits the sequence.
 </details>
 
 <details>
@@ -197,7 +197,7 @@ Given a sequence of comic panels, a missing panel, and a set of option panels, t
 ![Character Coherence](figures/closure.png)
 
 These skills require understanding the context sequence to then pick the best panel to continue the story, focusing on the characters, the visual elements, and the text:
-- Character Coherence: Given a sequence of comic panels, pick the panel from the two options that best continues the story in a coherent with the characters. Both options are the same panel, but the text in the speech bubbles is has been swapped.
+- Character Coherence: Given a sequence of comic panels, pick the panel from the two options that best continues the story in a coherent with the characters. Both options are the same panel, but the text in the speech bubbles has been swapped.
 - Visual Closure: Given a sequence of comic panels, pick the panel from the options that best continues the story in a coherent way with the visual elements.
 - Text Closure: Given a sequence of comic panels, pick the panel from the options that best continues the story in a coherent way with the text. All options are the same panel, but with text in the speech retrieved from different panels.
 
@@ -237,7 +237,9 @@ import numpy as np
 from datasets import Features, Value, Image as ImageFeature
 
 class SingleImagePickAPanel:
-    def __init__(self, max_size=500, margin=10, label_space=20, font_path="Arial.ttf"):
+    def __init__(self, max_size=500, margin=10, label_space=20, font_path=None):
+        if font_path is None:
+            raise ValueError("Font path must be provided. Testing was done with 'Arial.ttf'")
         self.max_size = max_size
         self.margin = margin
         self.label_space = label_space