chihchiehchen's repositories
a-nesi
A Scalable Approximate Method for Probabilistic Neurosymbolic Inference
AgentClinic
Agent benchmark for medical diagnosis
auto-cot
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
bayeSDE
Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
beyond-confidence-atypicality
Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"
conversion
Various mri conversion/modification scripts
Edmond-MST-Steiner-Tree-Python
Edmond's Chu Liu Algorithm for finding the minimum and maximum spanning tree
G-Retriever
Repository for G-Retriever
mnist_png
MNIST converted to PNG format
ICH_benchmark
This is the official implementation of our work "Towards Clinical Applicable Detection and Multiclass Semantic Segmentation of Intracranial Hemorrhage".
intrinsic-properties
[ICLR 2024] Easy tools for measuring the label sharpness and intrinsic dimension of datasets and learned representations, which relate to model generalization and robustness.
MIMIC-Clinical-Decision-Making-Analysis
Code repository to analyse the performance and results of selected LLMs using the MIMIC CDM dataset.
MIMIC-Clinical-Decision-Making-Dataset
Code repository to create the MIMIC-CDM Dataset.
MIMIC-Clinical-Decision-Making-Framework
Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.
mqag0
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency
napkinXC
Extremely simple and fast extreme multi-class and multi-label classifiers.
OLAPH
OLAPH: Improving Factuality in Biomedical Long-form Question Answering
PADS
Packaged version of Python Algorithms and Data Structures (PADS).
pcst_fast
A fast implementation of the Goemans-Williamson scheme for the prize-collecting Steiner tree / forest problem.
PromptReps
Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
Thesis2019
Applications of Optimal Transportation to Algebraic Singularity: How to Construct Spines from Singularity