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insight - Biomedical NLP
BioMedLM: A 2.7 Billion Parameter Language Model Trained Exclusively on Biomedical Text
Smaller, domain-specific models like BioMedLM can compete with larger models in biomedical NLP tasks, offering transparency, privacy, and cost-effectiveness.
Investigating Large Language Models and Control Mechanisms to Improve Text Readability of Biomedical Abstracts
State-of-the-art large language models are investigated for improving the readability of biomedical abstracts through text simplification.
Gender Bias in Chemical Named Entity Recognition Models Study
Chemical NER models exhibit gender bias, misclassifying female-related names as chemicals, highlighting the need for bias mitigation strategies.
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