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03/01/2021
Deep Bag-of-Sub-Emotions for Depression Detection in Social Media
This paper presents the Deep Bag-of-Sub-Emotions (DeepBoSE), a novel dee...
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12/19/2019
PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AI
A recently introduced text classifier, called SS3, has obtained state-of...
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11/11/2019
t-SS3: a text classifier with dynamic n-grams for early risk detection over text streams
A recently introduced classifier, called SS3, has shown to be well suite...
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06/11/2019
Unmasking Bias in News
We present experiments on detecting hyperpartisanship in news using a 'm...
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05/21/2019
A Comparative Analysis of Distributional Term Representations for Author Profiling in Social Media
Author Profiling (AP) aims at predicting specific characteristics from a...
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05/18/2019
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams
With the rise of the Internet, there is a growing need to build intellig...
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05/29/2018
Semantically-informed distance and similarity measures for paraphrase plagiarism identification
Paraphrase plagiarism identification represents a very complex task give...
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05/28/2018
A visual approach for age and gender identification on Twitter
The goal of Author Profiling (AP) is to identify demographic aspects (e....
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05/24/2018
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books
Books have the power to make us feel happiness, sadness, pain, surprise,...
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02/07/2017
Gated Multimodal Units for Information Fusion
This paper presents a novel model for multimodal learning based on gated...
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09/20/2015