Projects
Personal and Research Projects
Visualizing CHI Research with Generative AI
Generative AI, embeddings, and clustering applied to 11,847 CHI abstracts, visualized through streamgraphs and heatmaps to reveal three decades of HCI research trends.
Generative AI, Text Embedding, Multi-stage Clustering, Streamgraph, Heatmap, HCI
AI-Assisted Diary Study Platform for HCI Education
An educational diary study platform using fine-tuned LLMs for feedback generation, also adapted for semantic visualization to support large classroom settings.
Mistral 7B, Fine-tuning, Semantic Visualization, Jigsaw Method, HCI
Public Sentiment on Generative AI in CS Education
Public sentiment toward Generative AI in CS education analyzed through Reddit comments using BERT and LLMs, revealing attitudes toward AI-assisted learning.
BERT, Generative AI, Sentiment Analysis, Reddit, NLP