Towards Textual Out-of-Domain Detection without In-Domain Labels

Towards Textual Out-of-Domain Detection without In-Domain Labels

22 March 2022

Yang Liu

Dilek Z. Hakkani-Tür

ArXiv (abs)PDF HTML

Papers citing "Towards Textual Out-of-Domain Detection without In-Domain Labels"

12 / 12 papers shown

Title
GLIP-OOD: Zero-Shot Graph OOD Detection with Graph Foundation Model Haoyan Xu Zhengtao Yao Wei Wei Ziyi Wang Langzhou He Yushun Dong Philip S. Yu Mengyuan Li Yue Zhao OODD VLM 122 0 0 29 Apr 2025
SimLabel: Consistency-Guided OOD Detection with Pretrained Vision-Language Models Shu Zou Xinyu Tian Qinyu Zhao Zhaoyuan Yang Jing Zhang VLM 81 1 0 20 Jan 2025
Your Finetuned Large Language Model is Already a Powerful Out-of-distribution Detector Andi Zhang Tim Z. Xiao Weiyang Liu Robert Bamler Damon J. Wischik OODD 116 6 0 07 Apr 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 105 2 0 20 Feb 2024
Estimating Semantic Similarity between In-Domain and Out-of-Domain Samples Rhitabrat Pokharel Ameeta Agrawal OODD 74 2 0 01 Jun 2023
Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection Rheeya Uppaal Junjie Hu Yixuan Li OODD 207 36 0 22 May 2023
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts Hao Lang Yinhe Zheng Binyuan Hui Fei Huang Yongbin Li 77 4 0 05 May 2023
A Hybrid Architecture for Out of Domain Intent Detection and Intent Discovery M. Akbari Ali Mohades M. H. Shirali-Shahreza VLM 83 3 0 07 Mar 2023
Delving into Out-of-Distribution Detection with Vision-Language Representations Yifei Ming Ziyan Cai Jiuxiang Gu Yiyou Sun W. Li Yixuan Li VLM OODD 128 174 0 24 Nov 2022
Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text Qianhui Wu Huiqiang Jiang Haonan Yin Börje F. Karlsson Chin-Yew Lin 108 12 0 21 Nov 2022
Estimating Soft Labels for Out-of-Domain Intent Detection Hao Lang Yinhe Zheng Jian Sun Feiling Huang Luo Si Yongbin Li 76 15 0 10 Nov 2022
POEM: Out-of-Distribution Detection with Posterior Sampling Yifei Ming Ying Fan Yixuan Li OODD 97 118 0 28 Jun 2022

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.