Area of research
Artificial Intelligence · General Social Sciences
Research interest
Research interests include Topic Modeling, Natural Language Processing Techniques, Computational and Text Analysis Methods, and Digital Humanities and Scholarship.
LLMs as Research Tools: Applications and Evaluations in HCI Data Work
Data Similarity is Not Enough to Explain Language Model Performance
Bad Seeds: Evaluating Lexical Methods for Bias Measurement
Evaluating the Stability of Embedding-based Word Similarities
Learning topic models -- provably and efficiently
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
The strange geometry of skip-gram with negative sampling
Machine Learning and Grounded Theory Method
Evaluation methods for unsupervised word embeddings
Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference
Significant themes in 19th-century literature