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)

Large Language Models Struggle to Describe the Haystack without Human Help: Human-in-the-loop Evaluation of LLMs. - Zongxia Li; Lorena Calvo-Bartolomé; Alexander Miserlis Hoyle; Paiheng Xu; Alden Dima; Juan Francisco Fung; Jordan L. Boyd-Graber (CoRR, 2025)