228 citations · 562 across the 34 of their papers we have counts for
10 papers · 1 filter
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications
Shaoxiong Ji, Shirui Pan, Xue Li +3
Suicide is a critical issue in modern society. Early detection and prevention of suicide attempts should be addressed to save people's life. Current suicidal ideation detection met…
Recent Trends in Deep Learning Based Personality Detection
Yash Mehta, Navonil Majumder, Alexander Gelbukh +1
Recently, the automatic prediction of personality traits has received a lot of attention. Specifically, personality trait prediction from multimodal data has emerged as a hot topic…
Business Taxonomy Construction Using Concept-Level Hierarchical Clustering
Haodong Bai, Frank Z. Xing, Erik Cambria +1
Business taxonomies are indispensable tools for investors to do equity research and make professional decisions. However, to identify the structure of industry sectors in an emergi…
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications
Wei Zhao, Haiyun Peng, Steffen Eger +2
Obstacles hindering the development of capsule networks for challenging NLP applications include poor scalability to large output spaces and less reliable routing processes. In thi…
Can a Humanoid Robot be part of the Organizational Workforce? A User Study Leveraging Sentiment Analysis
Nidhi Mishra, Manoj Ramanathan, Ranjan Satapathy +2
Hiring robots for the workplaces is a challenging task as robots have to cater to customer demands, follow organizational protocols and behave with social etiquette. In this study,…
PhonSenticNet: A Cognitive Approach to Microtext Normalization for Concept-Level Sentiment Analysis
Ranjan Satapathy, Aalind Singh, Erik Cambria
With the current upsurge in the usage of social media platforms, the trend of using short text (microtext) in place of standard words has seen a significant rise. The usage of micr…