diff --git a/Writerside/topics/Reference.md b/Writerside/topics/Reference.md
index 6c5d63a5..4c3672aa 100644
--- a/Writerside/topics/Reference.md
+++ b/Writerside/topics/Reference.md
@@ -8,17 +8,7 @@
 * [researchgate.net/publication/338370459_Transfer_Learning_of_a_Neural_Network_Using_Deep_Learning_to_Perform_Face_Recognition](https://www.researchgate.net/publication/338370459_Transfer_Learning_of_a_Neural_Network_Using_Deep_Learning_to_Perform_Face_Recognition)
 * [kaggle.com/datasets/msambare/fer2013](https://www.kaggle.com/datasets/msambare/fer2013)
 * [semanticscholar.org/reader/de0cf64dbd49ecd26d67a5d8bee24cb34ae3b842](https://www.semanticscholar.org/reader/de0cf64dbd49ecd26d67a5d8bee24cb34ae3b842)
-* [semanticscholar.org/paper/38fd2794653e3f971507375573be4e2045d5cbae](https://www.semanticscholar.org/paper/38fd2794653e3f971507375573be4e2045d5cbae)
 * [semanticscholar.org/paper/9766705c7b3622fe33381d01c7b5c5591b76556f](https://www.semanticscholar.org/paper/9766705c7b3622fe33381d01c7b5c5591b76556f)
-* [semanticscholar.org/paper/1ff1f79fa15cc59ce4ba839838d6551c4bc09cc2](https://www.semanticscholar.org/paper/1ff1f79fa15cc59ce4ba839838d6551c4bc09cc2)
 * [semanticscholar.org/paper/460862741e1a69c5a9a1002d25e5b2d55c87b7e4](https://www.semanticscholar.org/paper/460862741e1a69c5a9a1002d25e5b2d55c87b7e4)
-* [semanticscholar.org/paper/36b5989f3e1b372c5bef5c6cb4c7ba285241e747](https://www.semanticscholar.org/paper/36b5989f3e1b372c5bef5c6cb4c7ba285241e747)
-* [semanticscholar.org/paper/74754c7cc3ecf973ac970d04d26b87eb79182b1d](https://www.semanticscholar.org/paper/74754c7cc3ecf973ac970d04d26b87eb79182b1d)
-* [semanticscholar.org/paper/af7ac737dea1a1ba320b293339974dd0f7870489](https://www.semanticscholar.org/paper/af7ac737dea1a1ba320b293339974dd0f7870489)
-* [semanticscholar.org/paper/3965b65994a403ea2776fe310c1de9f482eb74e3](https://www.semanticscholar.org/paper/3965b65994a403ea2776fe310c1de9f482eb74e3)
-* [semanticscholar.org/paper/1601b78fca6c61b0a7d25114fd4806d02111aebb](https://www.semanticscholar.org/paper/1601b78fca6c61b0a7d25114fd4806d02111aebb)
 * [semanticscholar.org/paper/0cdab4b394ada6d84eb4696f2485aff888b950b1](https://www.semanticscholar.org/paper/0cdab4b394ada6d84eb4696f2485aff888b950b1)
-* [semanticscholar.org/paper/3d05eacedebdef58b030c81c5ac87a88b9a2ac7d](https://www.semanticscholar.org/paper/3d05eacedebdef58b030c81c5ac87a88b9a2ac7d)
-* [semanticscholar.org/paper/cecde56f93738e1d2d1dcb32464881920fcb54ed](https://www.semanticscholar.org/paper/cecde56f93738e1d2d1dcb32464881920fcb54ed)
 * [semanticscholar.org/paper/5e786e11846f02a361aacc8e568d248f7c9db071](https://www.semanticscholar.org/paper/5e786e11846f02a361aacc8e568d248f7c9db071)
-* [semanticscholar.org/paper/330f21092c494e013a08cbce9bda69ac0b85f99a](https://www.semanticscholar.org/paper/330f21092c494e013a08cbce9bda69ac0b85f99a)