DATE: Detecting Anomalies in Text via Self-Supervision of Transformers

DATE: Detecting Anomalies in Text via Self-Supervision of Transformers

12 April 2021

Andrei Manolache

Papers citing "DATE: Detecting Anomalies in Text via Self-Supervision of Transformers"

17 / 17 papers shown

Title
See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias Junehyoung Kwon Mihyeon Kim Eunju Lee Juhwan Choi Youngbin Kim 60 0 0 18 Mar 2025
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties Xiayan Ji Anton Xue Eric Wong O. Sokolsky Insup Lee 36 1 0 31 Oct 2024
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression Aryan Gulati Xingjian Dong Carlos Hurtado Sarath Shekkizhar Swabha Swayamdipta Antonio Ortega OODD 23 2 0 18 Jul 2024
A Robust Autoencoder Ensemble-Based Approach for Anomaly Detection in Text Jeremie Pantin Christophe Marsala 24 0 0 16 May 2024
FastLogAD: Log Anomaly Detection with Mask-Guided Pseudo Anomaly Generation and Discrimination Yifei Lin Hanqiu Deng Xingyu Li 27 2 0 12 Apr 2024
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP Hyuhng Joon Kim Hyunsoo Cho Sang-Woo Lee Junyeob Kim Choonghyun Park Sang-goo Lee Kang Min Yoo Taeuk Kim VLM OOD 48 1 0 23 Oct 2023
Few-shot Anomaly Detection in Text with Deviation Learning Anindya Sundar Das Aravind Ajay S. Saha M. Bhuyan 21 2 0 22 Aug 2023
Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text Qianhui Wu Huiqiang Jiang Haonan Yin Börje F. Karlsson Chin-Yew Lin 32 10 0 21 Nov 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble Hyunsoo Cho Choonghyun Park Jaewoo Kang Kang Min Yoo Taeuk Kim Sang-goo Lee OODD 30 8 0 20 Oct 2022
ADBench: Anomaly Detection Benchmark Songqiao Han Xiyang Hu Hailiang Huang Mingqi Jiang Yue Zhao OOD 41 296 0 19 Jun 2022
R2D2: Robust Data-to-Text with Replacement Detection Linyong Nan Lorenzo Jaime Yu Flores Yilun Zhao Yixin Liu Luke Benson Weijin Zou Dragomir R. Radev 37 17 0 25 May 2022
Self-Supervised Anomaly Detection in Computer Vision and Beyond: A Survey and Outlook H. Hojjati Thi Kieu Khanh Ho Narges Armanfard 26 34 0 10 May 2022
Self-Supervised Losses for One-Class Textual Anomaly Detection Kimberly T. Mai Toby O. Davies Lewis D. Griffin 12 7 0 12 Apr 2022
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters Dongha Lee Jiaming Shen SeongKu Kang Susik Yoon Jiawei Han Hwanjo Yu 36 28 0 18 Jan 2022
Out-of-Category Document Identification Using Target-Category Names as Weak Supervision Dongha Lee Dongmin Hyun Jiawei Han Hwanjo Yu OOD 31 1 0 24 Nov 2021
Drink Bleach or Do What Now? Covid-HeRA: A Study of Risk-Informed Health Decision Making in the Presence of COVID-19 Misinformation Arkin Dharawat Ismini Lourentzou Alex Morales ChengXiang Zhai 25 17 0 17 Oct 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 266 31,267 0 16 Jan 2013