Update README.md

README.md

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 ---
 license: mit
+datasets:
+- mrqa
+language:
+- en
+metrics:
+- squad
+library_name: adapter-transformers
+pipeline_tag: question-answering
 ---
+
+This is the MADE encoder model created by Friedman et al. (2021). This encoder should be used along with the following dataset-specific adapters. 
+- https://huggingface.co/UKP-SQuARE/MADE_HotpotQA_Adapter
+- https://huggingface.co/UKP-SQuARE/MADE_TriviaQA_Adapter
+- https://huggingface.co/UKP-SQuARE/MADE_SQuAD_Adapter
+- https://huggingface.co/UKP-SQuARE/MADE_SearchQA_Adapter
+- https://huggingface.co/UKP-SQuARE/MADE_NewsQA_Adapter
+- https://huggingface.co/UKP-SQuARE/MADE_NaturalQuestions_Adapter
+
+
+
+
+Citation: 
+Single-dataset Experts for Multi-dataset Question Answering (Friedman et al., EMNLP 2021)