Update README.md

README.md

@@ -11,27 +11,6 @@ tags:
 - question-answering
 - fusion-in-decoder
 pipeline_tag: question-answering
-widget:
-- text: >-
-    A junior orthopaedic surgery resident is completing a carpal tunnel repair
-    with the department chairman as the attending physician. During the case,
-    the resident inadvertently cuts a flexor tendon. The tendon is repaired
-    without complication. The attending tells the resident that the patient will
-    do fine, and there is no need to report this minor complication that will
-    not harm the patient, as he does not want to make the patient worry
-    unnecessarily. He tells the resident to leave this complication out of the
-    operative report. Which of the following is the correct next action for the
-    resident to take? A. Disclose the error to the patient and put it in the
-    operative report B. Tell the attending that he cannot fail to disclose this
-    mistake C. Report the physician to the ethics committee D. Refuse to dictate
-    the operative reporty.
-  context: >-
-    Inadvertent Cutting of Tendon is a complication, it should be in the
-    Operative Reports The resident must put this complication in the operative
-    report and disscuss it with the patient. If there was no harm to the patent
-    and correction was done then theres nothing major for worry. But disclosing
-    this as per ethical guidelines, is mandatory
-  example_title: Example 1
 ---
 # Model Card for MedGENIE-fid-flan-t5-base-medqa
 
@@ -43,7 +22,7 @@ MedGENIE comprises a collection of language models designed to utilize generated
 - **License:** MIT
 - **Finetuned from model:** [google/flan-t5-base](https://huggingface.co/google/flan-t5-base)
 - **Repository:** https://github.com/disi-unibo-nlp/medgenie
-- **Paper:** SOON
+- **Paper:** [To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering](https://arxiv.org/abs/2403.01924)
 
 ## Performance