Xiaoyan Yang

An Encoder-Decoder Framework Translating Natural Language to Database Queries

2017 · arXiv (Cornell University)

Machine translation is going through a radical revolution, driven by the explosive development of deep learning techniques using Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN). In this paper, we consider a special case …

RuleAlign: Making Large Language Models Better Physicians with Diagnostic Rule Alignment

2024 · arXiv (Cornell University)

Large Language Models (LLMs) like GPT-4, MedPaLM-2, and Med-Gemini achieve performance competitively with human experts across various medical benchmarks. However, they still face challenges in making professional diagnoses akin to physicians, particularly in efficiently gathering …