Out-of-Domain Detection for Low-Resource Text Classification Tasks

Out-of-Domain Detection for Low-Resource Text Classification Tasks

31 August 2019

Papers citing "Out-of-Domain Detection for Low-Resource Text Classification Tasks"

13 / 13 papers shown

Title
Valuable Hallucinations: Realizable Non-realistic Propositions Qiucheng Chen Bo Wang LRM 109 0 0 16 Feb 2025
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing Wenhan Xiong Jiawei Wu Deren Lei Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 49 49 0 06 Mar 2019
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation Xu Han Hao Zhu Pengfei Yu Ziyun Wang Yuan Yao Zhiyuan Liu Maosong Sun SLR 66 610 0 24 Oct 2018
One-Shot Relational Learning for Knowledge Graphs Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 93 218 0 27 Aug 2018
Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems Seonghan Ryu Seokhwan Kim Junhwi Choi Hwanjo Yu G. G. Lee 33 52 0 27 Jul 2018
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates Joo-Kyung Kim Young-Bum Kim 49 51 0 29 Jun 2018
Diverse Few-Shot Text Classification with Multiple Metrics Mo Yu Xiaoxiao Guo Jinfeng Yi Shiyu Chang Saloni Potdar Yu Cheng Gerald Tesauro Haoyu Wang Bowen Zhou 58 215 0 19 May 2018
DOC: Deep Open Classification of Text Documents Lei Shu Hu Xu Bing-Quan Liu VLM 40 301 0 25 Sep 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 295 8,130 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 823 11,899 0 09 Mar 2017
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip Torr Andrea Vedaldi 62 471 0 16 Jun 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 365 7,321 0 13 Jun 2016
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering Ruining He Julian McAuley 154 2,060 0 04 Feb 2016