UniNL: Aligning Representation Learning with Scoring Function for OOD
Detection via Unified Neighborhood Learning

UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning

19 October 2022

Weiran Xu

Papers citing "UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning"

6 / 6 papers shown

Title
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection Pei Wang Keqing He Yejie Wang Xiaoshuai Song Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu 22 6 0 27 Feb 2024
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection Pei Wang Keqing He Yutao Mou Xiaoshuai Song Yanan Wu Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu 11 3 0 20 Oct 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition Xiaoshuai Song Yutao Mou Keqing He Yueyan Qiu Pei Wang Weiran Xu 16 2 0 16 Oct 2023
ChatGPT as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection Yihao Fang Xianzhi Li Stephen W. Thomas Xiao-Dan Zhu 21 11 0 25 Aug 2023
A Survey on Out-of-Distribution Detection in NLP Hao Lang Yinhe Zheng Yixuan Li Jian Sun Feiling Huang Yongbin Li 11 19 0 05 May 2023
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 167 444 0 10 Mar 2020