Update README.md

README.md

@@ -217,6 +217,17 @@ We make our data publicly available on HuggingFace and provide a evaluation scri
 
 Paper : https://arxiv.org/abs/2403.01469
 
+## Notice
+
+In collaboration with [Hugging Face](https://huggingface.co/datasets/ChuGyouk/KorMedMCQA_edited), we have made the following updates to the KorMedMCQA dataset:
+
+1. **Dentist Exam**: Incorporated exam questions from 2021 to 2024.
+2. **Updated Test Sets**: Added the 2024 exam questions for the doctor, nurse, and pharmacist test sets.
+3. **Few-Shot Split**: Introduced a "few-shot" split, containing 5 shots from each validation set.
+
+Note that CoT reasoning examples(verified clinicians) for fewshot will be added in [LM-Harness](https://github.com/EleutherAI/lm-evaluation-harness/tree/main/lm_eval/tasks/kormedmcqa) soon. Please stay tuned!
+
+
 ## Dataset Details
 
 ### Languages
@@ -230,15 +241,17 @@ from datasets import load_dataset
 doctor = load_dataset(path = "sean0042/KorMedMCQA",name = "doctor")
 nurse = load_dataset(path = "sean0042/KorMedMCQA",name = "nurse")
 pharmacist = load_dataset(path = "sean0042/KorMedMCQA",name = "pharm")
+dentist = load_dataset(path = "sean0042/KorMedMCQA",name = "dentist")
 ```
 
 ### Statistics
 
 | Category                     | # Questions (Train/Dev/Test) |
 |------------------------------|------------------------------|
-| Doctor                       | 2,339 (1,890/164/285)        |
-| Nurse                        | 1,460 (582/291/587)          |
-| Pharmacist                   | 1,546 (632/300/614)          |
+| Doctor                       | 2,489 (1,890/164/435)        |
+| Nurse                        | 1,751 (582/291/878)          |
+| Pharmacist                   | 1,817 (632/300/885)          |
+| Dentist                      | 1,412 (297/304/811)          |
 
 ### Data Fields