Improving the TENOR of Labeling: Re-evaluating Topic Models for Content Analysis. - Zongxia Li; Andrew Mao; Daniel Kofi Stephens; Pranav Goel 001; Emily Walpole; Alden Dima; Juan Fung; Jordan L. Boyd-Graber (EACL (1), 2024)

Beyond Automated Evaluation Metrics: Evaluating Topic Models On Practical Social Science Content Analysis Tasks. - Zongxia Li; Andrew Mao; Daniel Kofi Stephens; Pranav Goel 001; Emily Walpole; Alden Dima; Juan Fung; Jordan L. Boyd-Graber (CoRR, 2024)

Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models. - Zongxia Li; Lorena Calvo-Bartolomé; Alexander Miserlis Hoyle; Paiheng Xu; Daniel Kofi Stephens; Juan Francisco Fung; Alden Dima; Jordan Lee Boyd-Graber (ACL (1), 2025)