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2020 icon 2020

Materials for Applied Data Analysis CS-401, fall 2020

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

amttl icon amttl

Code & Data for our COLING 2018 paper "Adaptive Multi-Task Transfer Learning for Chinese Word Segmentation in Medical Text"

bitextor icon bitextor

Bitextor generates translation memories from multilingual websites.

compare-embedding-bias icon compare-embedding-bias

Use WEAT statistic to compare bias among word embeddings trained with different algorithms, from different sources, or after debiasing

fake-news-detection icon fake-news-detection

Machine learning program to identify when a news source may be producing fake news.

flair icon flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

gfst-nmt icon gfst-nmt

Code and data for the paper "GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation" (EMNLP 2021).

greedycws icon greedycws

Source code for an ACL2017 paper on Chinese word segmentation

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