Unsupervised Layer-wise Score Aggregation for Textual OOD Detection

Unsupervised Layer-wise Score Aggregation for Textual OOD Detection

20 February 2023

Guillaume Staerman

Eduardo Dadalto Camara Gomes

Jackie CK Cheung

Pablo Piantanida

Papers citing "Unsupervised Layer-wise Score Aggregation for Textual OOD Detection"

11 / 11 papers shown

Title
Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection Eduardo Dadalto F. Alberge Pierre Duhamel Pablo Piantanida OODD 24 0 0 23 Jun 2024
Signature Isolation Forest Guillaume Staerman M. Campi Gareth W. Peters Tomoko Matsui 40 0 0 07 Mar 2024
Toward Stronger Textual Attack Detectors Pierre Colombo Marine Picot Nathan Noiry Guillaume Staerman Pablo Piantanida 20 5 0 21 Oct 2023
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction Joel Niklaus Matthias Sturmer Ilias Chalkidis ELM AILaw 30 18 0 25 Sep 2022
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 171 870 0 21 Oct 2021
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo Chouchang Yang Giovanna Varni Chloé Clavel 21 13 0 07 Oct 2021
Types of Out-of-Distribution Texts and How to Detect Them Udit Arora William Huang He He OODD 207 97 0 14 Sep 2021
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond Francesco Barbieri Luis Espinosa Anke Jose Camacho-Collados 76 211 0 25 Apr 2021
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection Alexander Podolskiy Dmitry Lipin A. Bout Ekaterina Artemova Irina Piontkovskaya OODD 84 82 0 11 Jan 2021
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 167 444 0 10 Mar 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018