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Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving.
Lei Ding
Dengdeng Yu
Jinhan Xie
Wenxing Guo
Shenggang Hu
Meichen Liu
Linglong Kong
Hongsheng Dai
Yanchun Bao
Bei Jiang
Published in:
AAAI (2022)
Keyphrases
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information preserving
causal inference
additive noise
causal models
abductive reasoning
nonmonotonic reasoning
discrete data
rare events
co occurrence
dimensionality reduction
natural language
continuous data
low dimensional
noisy images
feature extraction
high dimensional data
natural language understanding