OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language modelsby Jenish…
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extractionby Jianwei…
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generationby Shicheng Xu, Liang Pang,…
Towards Generalist Prompting for Large Language Models by Mental Modelsby Haoxiang Guan, Jiyan He, Shuxin…
Inducing Generalization across Languages and Tasks using Featurized Low-Rank Mixturesby Chu-Cheng Lin, Xinyi Wang, Jonathan…
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Promptingby Haoxin Liu, Zhiyuan…
TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without…
Technical Report on the Pangram AI-Generated Text Classifierby Bradley Emi, Max SperoFirst submitted to arxiv…
Zero-shot cross-lingual transfer in instruction tuning of large language modelsby Nadezhda Chirkova, Vassilina NikoulinaFirst submitted…
Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Educationby Rui…