معرفی
Jeremy Claude Barnes is a postdoctoral researcher in the Department of Informatics at the University of Oslo, affiliated with the Language Technology Group. His work is centered on advancing natural language processing, particularly in sentiment analysis, cross-lingual transfer, and low-resource settings.
Research Interests:
- Sentiment Analysis and Structured Sentiment
- Cross-lingual and Transfer Learning
- Negation and Speculation Detection
- Weak Supervision and Data Programming (e.g., skweak)
- Dialectal and Social Media NLP
- Norwegian Language Technology
His recent publications show a strong focus on leveraging multi-task learning, graph-based parsing, and weak supervision to improve sentiment systems in both high- and low-resource languages. He has contributed significantly to Norwegian NLP through datasets and models.
Scientific Contributions:
- Development of skweak, a weak supervision framework for NLP
- Creation of annotated datasets for Norwegian negation and dialects
- Advancements in structured sentiment analysis via dependency graphs
- Studies on emotion and sentiment transfer across languages
Jeremy Barnes collaborates extensively with researchers at the University of Oslo, including Lilja Øvrelid, Erik Velldal, and Pierre Lison. He has not been mentioned as advising students or receiving awards in the available text. He is actively publishing and contributing to major NLP venues, indicating an ongoing and impactful research career.
