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07/16/2020
Towards Debiasing Sentence Representations
As natural language processing methods are increasingly deployed in real...
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12/19/2019
Pseudo-Encoded Stochastic Variational Inference
Posterior inference in directed graphical models is commonly done using ...
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05/14/2019
Strong and Simple Baselines for Multimodal Utterance Embeddings
Human language is a rich multimodal signal consisting of spoken words, f...
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04/03/2019
Black is to Criminal as Caucasian is to Police:Detecting and Removing Multiclass Bias in Word Embeddings
Online texts -- across genres, registers, domains, and styles -- are rid...
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03/03/2019
Variational Auto-Decoder: Neural Generative Modeling from Partial Data
Learning a generative model from partial data (data with missingness) is...
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03/03/2019