diff --git a/README.md b/README.md
index c200d12..001be3e 100644
--- a/README.md
+++ b/README.md
@@ -72,4 +72,12 @@ eval.metrics.f1_score(y_true, y_pred, labels, average)
 [Link](/eval/metrics.py) to the metrics source code.
 
 ### Results
-<img src="/plots/perceptron/confusion_matrix_plot.png?raw=true" width="400" height = "300" alt = "Confusion Matrix Plot" />
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+<img src="/plots/perceptron/confusion_matrix_plot.png?raw=true" width="400" height = "300" alt = "Confusion Matrix Plot" />
+
+### 2) Feedforward Neural Network (using PyTorch)
+
+TODO
+
+### 3) BiLSTM + Attention with ELMo (AllenNLP Model)
+
+TODO
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