diff --git a/main.py b/main.py
index e312c3d..254b068 100644
--- a/main.py
+++ b/main.py
@@ -7,14 +7,13 @@ from gfun.generalizedFunnelling import GeneralizedFunnelling
 
 """ 
 TODO: 
-    - [!] add support for Binary Datasets (e.g. cls) - NB: CLS dataset is loading only "books" domain data
+    - [!] CLS dataset is loading only "books" domain data
     - [!] documents should be trimmed to the same length (?)
-    - [!] logging
+    - [!] overall gfun results logger
     - add documentations sphinx
     - [!] zero-shot setup
     - FFNN posterior-probabilities' dependent
     - re-init langs when loading VGFs?
-    - [!] loss of Attention-aggregator seems to be uncorrelated with Macro-F1 on the validation set!
     - [!] experiment with weight init of Attention-aggregator
 """