228 citations · 562 across the 34 of their papers we have counts for
7 papers · 1 filter
Improving Zero Shot Learning Baselines with Commonsense Knowledge
Abhinaba Roy, Deepanway Ghosal, Erik Cambria +3
Zero shot learning -- the problem of training and testing on a completely disjoint set of classes -- relies greatly on its ability to transfer knowledge from train classes to test…
Personality Trait Detection Using Bagged SVM over BERT Word Embedding Ensembles
Amirmohammad Kazameini, Samin Fatehi, Yash Mehta +2
Recently, the automatic prediction of personality traits has received increasing attention and has emerged as a hot topic within the field of affective computing. In this work, we…
A review of sentiment analysis research in Arabic language
Oumaima Oueslati, Erik Cambria, Moez Ben HajHmida +1
Sentiment analysis is a task of natural language processing which has recently attracted increasing attention. However, sentiment analysis research has mainly been carried out for…
MuSe 2020 -- The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop
Lukas Stappen, Alice Baird, Georgios Rizos +9
Multimodal Sentiment Analysis in Real-life Media (MuSe) 2020 is a Challenge-based Workshop focusing on the tasks of sentiment recognition, as well as emotion-target engagement and…
Deep Learning Based Text Classification: A Comprehensive Review
Shervin Minaee, Nal Kalchbrenner, Erik Cambria +3
Deep learning based models have surpassed classical machine learning based approaches in various text classification tasks, including sentiment analysis, news categorization, quest…
The Four Dimensions of Social Network Analysis: An Overview of Research Methods, Applications, and Software Tools
David Camacho, Àngel Panizo-LLedot, Gema Bello-Orgaz +2
Social network based applications have experienced exponential growth in recent years. One of the reasons for this rise is that this application domain offers a particularly fertil…