Update README.md

Heidelberg-NLP · Dec 15, 2021 · df17556 · df17556
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@@ -3,7 +3,7 @@
 :dancer: VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena. https://arxiv.org/abs/2112.07566
 
 ## Data Instructions
-Please find the data in the `data` folder. The dataset is in `json` format and containing the following relevant fields:
+Please find the data in the `data` folder. The dataset is in `json` format and contains the following relevant fields:
 * A reference to the image in the original dataset: `dataset` and `image_file`.
 * The valid sentence, the caption for VALSE: `caption`.
 * The altered caption, the `foil`.
@@ -55,4 +55,4 @@ Please cite our [:dancer: VALSE paper](https://arxiv.org/abs/2112.07566) if you
       archivePrefix={arXiv},
       primaryClass={cs.CL}
 }
-```
+```