21 citations · 34 across the 6 of their papers we have counts for
3 papers · 2 filters
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion
Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen +3
As the immense opportunities enabled by large language models become more apparent, NLP systems will be increasingly expected to excel in real-world settings. However, in many inst…
Biomedical Language Models are Robust to Sub-optimal Tokenization
Bernal Jiménez Gutiérrez, Huan Sun, Yu Su
As opposed to general English, many concepts in biomedical terminology have been designed in recent history by biomedical professionals with the goal of being precise and concise.…
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors
Kai Zhang, Bernal Jiménez Gutiérrez, Yu Su
Recent work has shown that fine-tuning large language models (LLMs) on large-scale instruction-following datasets substantially improves their performance on a wide range of NLP ta…