Bhavya Ghai

schoolStony Brook Universitybar_chart#9605 Global Rank

Total Papers

HCI Rank

#9605

Research Areas

Years Active

Recent Publications

Portrayal: Leveraging NLP and Visualization for Analyzing Fictional Characters

Many creative writing tasks (e.g., fiction writing) require authors to write complex narrative components (e.g., characterization, events, dialogue) over the course of a long story. Similarly, literary scholars need to manually annotate and interpret texts to understand such abstract components. In this paper, we expl…

CSCW '201st AuthorInterpreting and Explaining AI

Explainable Active Learning (XAL): Toward AI Explanations as Interfaces for Machine Teachers

The wide adoption of Machine Learning (ML) technologies has created a growing demand for people who can train ML models. Some advocated the term "machine teacher" to refer to the role of people who inject domain knowledge into ML models. This "teaching" perspective emphasizes supporting the productivity and mental wel…

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