@inproceedings{atey-etal-2026-dts, title = "{DTS}: Discriminant Truthfulness Scoring for Gradient-Free Hallucination Detection", author = "Atey, Kaustubh and Bangera, Shreeyam and Kumar, Sandeep and Kumar, Ankit and Sethi, Amit", editor = "Wang, Yimu and Choi, Yee Man and Wu, Di and Ouyang, Siqi and Azadani, Mozhgan Nasr and Fung, Yi R. (May)", booktitle = "Proceedings of the 1st Workshop on Grounding Language Models: Learning Faithfully and Efficiently ({G}round{LM} 2026)", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.groundlm-1.52/", pages = "694--711", ISBN = "979-8-89176-478-1" }