Jianfeng Chi's starred repositories
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
Advances-in-Label-Noise-Learning
A curated (most recent) list of resources for Learning with Noisy Labels
SimCSE-Chinese-Pytorch
SimCSE在ä¸ć–‡ä¸Šçš„复现,有监督+ć— ç›‘çťŁ
Parametric-Contrastive-Learning
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
electra-pytorch
A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch
folktables
Datasets derived from US census data
self-adaptive-training
[TPAMI2022 & NeurIPS2020] Official implementation of Self-Adaptive Training
privacy-policy-historical
Historical website privacy policies spanning over two decades.
noisy-text
Add noise to your text, can be used to improve synthetic training corpus for Neural Machine Translation
JointOptimization
Code for 'Joint Optimization Framework for Learning with Noisy Labels'
beta_shapley
Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)
propaganda_as_a_service
Code for paper: "Spinning Language Models: Risks of Propaganda-as-a-Service and Countermeasures"