OpenCodePapers

zero-shot-learning-on-medconceptsqa

Zero-Shot Learning
Dataset Link
Results over time
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Leaderboard
PaperCodeAccuracyModelNameReleaseDate
GPT-4 Technical Report✓ Link52.489gpt-4-0125-preview2023-03-15
Language Models are Few-Shot Learners✓ Link37.058gpt-3.5-turbo2020-05-28
BioBERT: a pre-trained biomedical language representation model for biomedical text mining✓ Link26.151dmis-lab/biobert-v1.12019-01-25
LLaMA: Open and Efficient Foundation Language Models✓ Link25.840meta-llama/Meta-Llama-3-8B-Instruct2023-02-27
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models✓ Link25.751epfl-llm/meditron-7b2023-11-27
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks25.680dmis-lab/meerkat-7b-v1.02024-03-30
Zephyr: Direct Distillation of LM Alignment✓ Link25.538HuggingFaceH4/zephyr-7b-beta2023-10-25
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models✓ Link25.360epfl-llm/meditron-70b2023-11-27
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences✓ Link25.040yikuan8/Clinical-Longformer2022-01-27
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records24.862UFNLP/gatortron-medium2022-02-02
BioMedGPT: Open Multimodal Generative Pre-trained Transformer for BioMedicine✓ Link24.747PharMolix/BioMedGPT-LM-7B2023-08-18
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains✓ Link24.569BioMistral/BioMistral-7B-DARE2024-02-15
[]()24.427johnsnowlabs/JSL-MedMNX-7B