Update README.md

README.md

@@ -4,8 +4,6 @@ This repository contains the implementation of the paper ["Deep Learning for Sui
 
 We present SDCNL to address the unexplored issue of classifying between depression and more severe suicidal tendencies using web-scraped data. In particular, we leverage Reddit data, develop a novel label correction method to remove inherent noise in the data using unsupervised learning, and develop a deep-learning classifier based on pre-trained transformers.
 
-For a more in-depth review, refer to this medium article (in Towards Data Science): https://towardsdatascience.com/nlp-for-suicide-and-depression-identification-with-noisy-labels-98d7bb98f3e8?sk=43d9806e0975695c08e6b19ad36b3a9f
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     <a href="https://www.youtube.com/watch?v=-JVbne534sQ">
         <img src="https://img.youtube.com/vi/-JVbne534sQ/0.jpg" alt="Thumbnail"/>