Multi-Level Knowledge Distillation for Out-of-Distribution Detection in
Text

Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text

21 November 2022

Huiqiang Jiang

Börje F. Karlsson

Papers citing "Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text"

10 / 10 papers shown

Title
Compressing VAE-Based Out-of-Distribution Detectors for Embedded Deployment Aditya Bansal Michael Yuhas Arvind Easwaran OODD 19 0 0 02 Sep 2024
One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning Bo Wang Tsunenori Mine AAML 38 0 0 12 Jul 2024
On the Noise Robustness of In-Context Learning for Text Generation Hongfu Gao Feipeng Zhang Wenyu Jiang Jun Shu Feng Zheng Hongxin Wei 53 3 0 27 May 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 21 155 0 06 Feb 2024
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models Huiqiang Jiang Qianhui Wu Chin-Yew Lin Yuqing Yang Lili Qiu 24 100 0 09 Oct 2023
Few-shot Anomaly Detection in Text with Deviation Learning Anindya Sundar Das Aravind Ajay S. Saha M. Bhuyan 11 2 0 22 Aug 2023
A Survey on Out-of-Distribution Detection in NLP Hao Lang Yinhe Zheng Yixuan Li Jian Sun Feiling Huang Yongbin Li 24 20 0 05 May 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 311 11,915 0 04 Mar 2022
Types of Out-of-Distribution Texts and How to Detect Them Udit Arora William Huang He He OODD 225 97 0 14 Sep 2021
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection Alexander Podolskiy Dmitry Lipin A. Bout Ekaterina Artemova Irina Piontkovskaya OODD 93 82 0 11 Jan 2021