Beyond Mahalanobis-Based Scores for Textual OOD Detection

24 November 2022

Papers citing "Beyond Mahalanobis-Based Scores for Textual OOD Detection"

9 / 9 papers shown

Title
One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning Bo Wang Tsunenori Mine AAML 36 0 0 12 Jul 2024
Detecting out-of-distribution text using topological features of transformer-based language models Andres Pollano Anupam Chaudhuri Anj Simmons 21 0 0 22 Nov 2023
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data Maxime Darrin Pablo Piantanida Pierre Colombo OODD 32 12 0 18 Dec 2022
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo Chouchang Yang Giovanna Varni Chloé Clavel 35 13 0 07 Oct 2021
Unsolved Problems in ML Safety Dan Hendrycks Nicholas Carlini John Schulman Jacob Steinhardt 173 272 0 28 Sep 2021
Types of Out-of-Distribution Texts and How to Detect Them Udit Arora William Huang He He OODD 209 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 86 82 0 11 Jan 2021
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 233 488 0 31 Dec 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019