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Towards a Multi-Entity Aspect-Based Sentiment Analysis for Characterizing Directed Social Regard in Online Messaging
Online messaging is dynamic, influential, and highly contextual, and a single post may contain contrasting sentiments towards multiple entities, such as dehumanizing one actor while empathizing with another in the same message. These complexities are important to capture for understanding the systematic abuse voiced within an online community, or for determining whether individuals are advocating for abuse, opposing abuse, or simply reporting abuse.
Aspect-Based Sentiment Analysis
Aspect-Based Sentiment Analysis (ABSA)
Finding Trolls Under Bridges: Preliminary Work on a Motif Detector
We briefly describe an annotation effort to produce data for training motif detection, which is on-going.
Evaluating Older Users' Experiences with Commercial Dialogue Systems: Implications for Future Design and Development
Understanding the needs of a variety of distinct user groups is vital in designing effective, desirable dialogue systems that will be adopted by the largest possible segment of the population.
