Update README.md

README.md

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   - split: train
     path: data/train-*
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+# Experimentally verified EGFR binders
+
+Results from the 2024 Adaptyv Bio EGFR protein binding competition round 2. kd values that are not null (NaN) and pkd values above 0 are considered binders.
+
+[Github](https://github.com/adaptyvbio/egfr_competition_2)
+
+[Competition results](https://foundry.adaptyvbio.com/competition)
+
+## Please cite
+
+There will be a preprint describing the compeition in the future. Please cite it if you use this dataset in your work.