Your Finetuned Large Language Model is Already a Powerful Out-of-distribution Detector

7 April 2024

Papers citing "Your Finetuned Large Language Model is Already a Powerful Out-of-distribution Detector"

6 / 6 papers shown

Title
GLIP-OOD: Zero-Shot Graph OOD Detection with Foundation Model Haoyan Xu Zhengtao Yao X. Zhang Z. Wang Langzhou He Yushun Dong Philip S. Yu Mengyuan Li Y. Zhao OODD VLM 55 0 0 29 Apr 2025
Neuroplasticity and Corruption in Model Mechanisms: A Case Study Of Indirect Object Identification Vishnu Kabir Chhabra Ding Zhu Mohammad Mahdi Khalili 37 2 0 27 Feb 2025
Shh, don't say that! Domain Certification in LLMs Cornelius Emde Alasdair Paren Preetham Arvind Maxime Kayser Tom Rainforth Thomas Lukasiewicz Bernard Ghanem Philip H. S. Torr Adel Bibi 41 1 0 26 Feb 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey Ruiyao Xu Kaize Ding 40 5 0 17 Feb 2025
Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection Rheeya Uppaal Junjie Hu Yixuan Li OODD 109 33 0 22 May 2023
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection Alexander Podolskiy Dmitry Lipin A. Bout Ekaterina Artemova Irina Piontkovskaya OODD 84 70 0 11 Jan 2021