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02/22/2021
User Factor Adaptation for User Embedding via Multitask Learning
Language varies across users and their interested fields in social media...
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05/01/2020
Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries
Cross-lingual word embeddings (CLWE) are often evaluated on bilingual le...
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02/24/2020
Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition
Existing research on fairness evaluation of document classification mode...
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09/08/2019
Evaluating Topic Quality with Posterior Variability
Probabilistic topic models such as latent Dirichlet allocation (LDA) are...
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06/05/2019
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity
Cross-lingual word embeddings encode the meaning of words from different...
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10/13/2018
Understanding Crosslingual Transfer Mechanisms in Probabilistic Topic Modeling
Probabilistic topic modeling is a popular choice as the first step of cr...
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06/11/2018
Learning Multilingual Topics from Incomparable Corpus
Multilingual topic models enable crosslingual tasks by extracting consis...
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04/26/2018
