28 citations · 97 across the 30 of their papers we have counts for
15 papers · 1 filter
Cross Domain Emotion Recognition using Few Shot Knowledge Transfer
Justin Olah, Sabyasachee Baruah, Digbalay Bose +1
Emotion recognition from text is a challenging task due to diverse emotion taxonomies, lack of reliable labeled data in different domains, and highly subjective annotation standard…
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen +3
During a psychotherapy session, the counselor typically adopts techniques which are codified along specific dimensions (e.g., 'displays warmth and confidence', or 'attempts to set…
Victim or Perpetrator? Analysis of Violent Characters Portrayals from Movie Scripts
Victor R Martinez, Krishna Somandepalli, Karan Singla +3
Violent content in the media can influence viewers' perception of the society. For example, frequent depictions of certain demographics as victims or perpetrators of violence can s…
Affective Conditioning on Hierarchical Networks applied to Depression Detection from Transcribed Clinical Interviews
D. Xezonaki, G. Paraskevopoulos, A. Potamianos +1
In this work we propose a machine learning model for depression detection from transcribed clinical interviews. Depression is a mental disorder that impacts not only the subject's…
Sentence level estimation of psycholinguistic norms using joint multidimensional annotations
Anil Ramakrishna, Shrikanth Narayanan
Psycholinguistic normatives represent various affective and mental constructs using numeric scores and are used in a variety of applications in natural language processing. They ar…
Screenplay Quality Assessment: Can We Predict Who Gets Nominated?
Ming-Chang Chiu, Tiantian Feng, Xiang Ren +1
Deciding which scripts to turn into movies is a costly and time-consuming process for filmmakers. Thus, building a tool to aid script selection, an initial phase in movie productio…