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06/07/2023
Transfer Learning for General M-estimators with Decomposable Regularizers in High-dimensions
To incorporate useful information from related statistical tasks into th...
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02/16/2023
CluCDD:Contrastive Dialogue Disentanglement via Clustering
A huge number of multi-participant dialogues happen online every day, wh...
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08/29/2022
SemanticAxis: Exploring Multi-attribute Data by Semantics Construction and Ranking Analysis
Mining the distribution of features and sorting items by combined attrib...
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08/20/2022
Dual Space Coupling Model Guided Overlap-Free Scatterplot
The overdraw problem of scatterplots seriously interferes with the visua...
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03/26/2022
Manifold Principle Component Analysis for Large-Dimensional Matrix Elliptical Factor Model
Matrix factor model has been growing popular in scientific fields such a...
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09/07/2021
Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extraction
Compliments and concerns in reviews are valuable for understanding users...
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09/07/2021
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer
We study Comparative Preference Classification (CPC) which aims at predi...
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08/29/2018
Learning Gender-Neutral Word Embeddings
Word embedding models have become a fundamental component in a wide rang...
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04/06/2018