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09/18/2021
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation
Text moderation for user generated content, which helps to promote healt...
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08/18/2021
TSI: an Ad Text Strength Indicator using Text-to-CTR and Semantic-Ad-Similarity
Coming up with effective ad text is a time consuming process, and partic...
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02/07/2021
What's in a Name? – Gender Classification of Names with Character Based Machine Learning Models
Gender information is no longer a mandatory input when registering for a...
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12/19/2020
Political Posters Identification with Appearance-Text Fusion
In this paper, we propose a method that efficiently utilizes appearance ...
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10/17/2020
HABERTOR: An Efficient and Effective Deep Hatespeech Detector
We present our HABERTOR model for detecting hatespeech in large scale us...
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09/20/2020
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference
The neural attention mechanism plays an important role in many natural l...
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01/02/2020
Large-scale Gender/Age Prediction of Tumblr Users
Tumblr, as a leading content provider and social media, attracts 371 mil...
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01/02/2020
A Deep Structural Model for Analyzing Correlated Multivariate Time Series
Multivariate time series are routinely encountered in real-world applica...
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06/16/2017
Deep Generative Models for Relational Data with Side Information
We present a probabilistic framework for overlapping community discovery...
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08/18/2015
Scalable Bayesian Non-Negative Tensor Factorization for Massive Count Data
We present a Bayesian non-negative tensor factorization model for count-...
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08/18/2015