9 papers
Revisiting Semantic Role Labeling: Efficient Structured Inference with Dependency-Informed Analysis
Sangpil Youm, Leah Jones, Bonnie J. Dorr
Semantic Role Labeling (SRL) provides an explicit representation of predicate-argument structure, capturing linguistically grounded relations such as who did what to whom. While re…
Semantic Similarity is a Spurious Measure of Comic Understanding: Lessons Learned from Hallucinations in a Benchmarking Experiment
Christopher Driggers-Ellis, Nachiketh Tibrewal, Rohit Bogulla +4
A system that enables blind or visually impaired users to access comics/manga would introduce a new medium of storytelling to this community. However, no such system currently exis…
Predicting Depressive Symptoms through Emotion Pairs within Asian American Families
Sangpil Youm, Nari Yoo, Sou Hyun Jang
Studies on intergenerational relationships between parents and children in Asian American families highlight their impact on mental health and well-being. This study investigates t…
Beyond Stereotypes: Exploring How Minority College Students Experience Stigma on Reddit
Chaeeun Han, Sangpil Youm, Hojeong Yoo +1
Minority college students face unique challenges shaped by their identities based on their gender/sexual orientation, race, religion, and academic institutions, which influence the…
DAHRS: Divergence-Aware Hallucination-Remediated SRL Projection
Sangpil Youm, Brodie Mather, Chathuri Jayaweera +2
Semantic role labeling (SRL) enriches many downstream applications, e.g., machine translation, question answering, summarization, and stance/belief detection. However, building mul…
DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization
Yasir Khan, Xinlei Wu, Sangpil Youm +5
Query-focused tabular summarization is an emerging task in table-to-text generation that synthesizes a summary response from tabular data based on user queries. Traditional transfo…