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Awesome Imbalanced Learning ⭐ 1,164

Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

Deep Explanation Penalization ⭐ 74

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

Presentations ⭐ 51

Talks & Workshops by the CODAIT team

Metric Fairness ⭐ 20

EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation

Fairbatch ⭐ 16

FairBatch: Batch Selection for Model Fairness (ICLR 2021)

Debias Vision Lang ⭐ 14

A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning [AACL 2022]

Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"

Shapley_valuation ⭐ 6

PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]

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