Large Language Models Struggle to Describe the Haystack without Human Help: A Social Science-Inspired Evaluation of Topic Models ACL

Zongxia Li | Lorena Calvo-Bartolomé | Alexander Miserlis Hoyle | Paiheng Xu | Daniel Kofi Stephens | Juan Francisco Fung | Alden Dima | Jordan Lee Boyd-Graber |

ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering ACL

Alexander Miserlis Hoyle | Lorena Calvo-Bartolomé | Jordan Lee Boyd-Graber | Philip Resnik |

Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification EMNLP

Chenfei Xiong | Jingwei Ni | Yu Fan | Vilém Zouhar | Donya Rooein | Lorena Calvo-Bartolomé | Alexander Miserlis Hoyle | Zhijing Jin | Mrinmaya Sachan | Markus Leippold | Dirk Hovy | Mennatallah El-Assady | Elliott Ash |