diff --git a/Custom_Named_Entity_Recognition_with_BERT.ipynb b/BERT/Custom_Named_Entity_Recognition_with_BERT.ipynb
similarity index 100%
rename from Custom_Named_Entity_Recognition_with_BERT.ipynb
rename to BERT/Custom_Named_Entity_Recognition_with_BERT.ipynb
diff --git a/Custom_Named_Entity_Recognition_with_BERT_only_first_wordpiece.ipynb b/BERT/Custom_Named_Entity_Recognition_with_BERT_only_first_wordpiece.ipynb
similarity index 100%
rename from Custom_Named_Entity_Recognition_with_BERT_only_first_wordpiece.ipynb
rename to BERT/Custom_Named_Entity_Recognition_with_BERT_only_first_wordpiece.ipynb
diff --git a/Fine_tuning_LayoutLMForTokenClassification_on_FUNSD.ipynb b/LayoutLM/Fine_tuning_LayoutLMForTokenClassification_on_FUNSD.ipynb
similarity index 100%
rename from Fine_tuning_LayoutLMForTokenClassification_on_FUNSD.ipynb
rename to LayoutLM/Fine_tuning_LayoutLMForTokenClassification_on_FUNSD.ipynb
diff --git a/README.md b/README.md
index 93e751fe..41698fd3 100644
--- a/README.md
+++ b/README.md
@@ -4,4 +4,15 @@ Hi there!
 
 This repository contains demos I made with the [Transformers library](https://github.com/huggingface/transformers) by 🤗 HuggingFace.
 
+Currently, it contains the following demos:
+* BERT: 
+  - fine-tuning `BertForTokenClassification` on a named entity recognition (NER) dataset
+* LayoutLM: 
+  - fine-tuning `LayoutLMForTokenClassification` on the [FUNSD](https://guillaumejaume.github.io/FUNSD/) dataset
+* TAPAS: 
+  - fine-tuning `TapasForQuestionAnswering` on the Microsoft [Sequential Question Answering (SQA)](https://www.microsoft.com/en-us/download/details.aspx?id=54253) dataset
+  - evaluating `TapasForSequenceClassification` on the [Table Fact Checking (TabFact)](https://tabfact.github.io/) dataset
+
+If you have any questions regarding these demos, feel free to open an issue on this repository.
+
 Btw, I was also the [main contributor](https://github.com/huggingface/transformers/pull/9117) to add the TAPAS algorithm by Google AI to the library, so this was an incredible learning experience. I can recommend anyone to contribute an AI algorithm to the library.
diff --git a/Evaluating_TAPAS_on_the_Tabfact_test_set.ipynb b/TAPAS/Evaluating_TAPAS_on_the_Tabfact_test_set.ipynb
similarity index 100%
rename from Evaluating_TAPAS_on_the_Tabfact_test_set.ipynb
rename to TAPAS/Evaluating_TAPAS_on_the_Tabfact_test_set.ipynb
diff --git a/Fine_tuning_TapasForQuestionAnswering_on_SQA.ipynb b/TAPAS/Fine_tuning_TapasForQuestionAnswering_on_SQA.ipynb
similarity index 100%
rename from Fine_tuning_TapasForQuestionAnswering_on_SQA.ipynb
rename to TAPAS/Fine_tuning_TapasForQuestionAnswering_on_SQA.ipynb