Distributional-Signatures
"Few-shot Text Classification with Distributional Signatures" ICLR 2020
Possibly Available
About
training neural networks; training dogs
Evidence-backed skills
Repositories
ls
Learning to Split for Automatic Bias Detection
R2A
"Deriving Machine Attention from Human Rationales" EMNLP 2018
Predict-then-Interpolate
"Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021
pytorch-pretrained-BERT
📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
tofu
"Learning Stable Classifiers by Transferring Unstable Features" ICML 2022
PubmedClassifier
Code for "Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes"
Hawkes-ADR
"Hawkes Process Modeling of Adverse Drug Reactions with Longitudinal Observational Data" MLHC 2017
yam
Yet Another Markdown App
sea
Sample, estimate, aggregate: A recipe for causal discovery foundation models
ContextViT
Contextual Vision Transformers for Robust Representation Learning