Enhancing Out-of-Distribution Detection in Natural Language
Understanding via Implicit Layer Ensemble

Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble

20 October 2022

Choonghyun Park

Papers citing "Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble"

9 / 9 papers shown

Title
VI-OOD: A Unified Representation Learning Framework for Textual Out-of-distribution Detection Li-Ming Zhan Bo Liu Xiao-Ming Wu 35 0 0 09 Apr 2024
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble Chenhui Xu Fuxun Yu Zirui Xu Nathan Inkawhich Xiang Chen OODD 35 5 0 24 Mar 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 45 1 0 23 Oct 2023
Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation Takyoung Kim Jamin Shin Young-Ho Kim Sanghwan Bae Sungdong Kim 46 1 0 23 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 39 82 0 19 May 2023
A Survey on Out-of-Distribution Detection in NLP Hao Lang Yinhe Zheng Yixuan Li Jian Sun Feiling Huang Yongbin Li 29 20 0 05 May 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning Hyunsoo Cho Choonghyun Park Junyeop Kim Hyuhng Joon Kim Kang Min Yoo Sang-goo Lee OODD 32 3 0 27 Jan 2023
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 453 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 297 6,959 0 20 Apr 2018