Uncertainty-aware Self-training for Text Classification with Few Labels

27 June 2020

Papers citing "Uncertainty-aware Self-training for Text Classification with Few Labels"

11 / 11 papers shown

Title
Hands-On Tutorial: Labeling with LLM and Human-in-the-Loop Ekaterina Artemova Akim Tsvigun Dominik Schlechtweg Natalia Fedorova Konstantin Chernyshev Sergei Tilga Boris Obmoroshev SyDa VLM 436 0 0 28 Jan 2025
Trustera: A Live Conversation Redaction System E. Gouvêa Ali Dadgar S. Jalalvand R. Chengalvarayan Badrinath Jayakumar Ryan Price Nicholas Ruiz Jennifer McGovern S. Bangalore Benjamin Stern 30 1 0 16 Mar 2023
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 83 10 0 25 May 2022
LST: Lexicon-Guided Self-Training for Few-Shot Text Classification Hazel Kim Jaeman Son Yo-Sub Han 49 3 0 05 Feb 2022
Semi-Supervised Text Classification via Self-Pretraining Payam Karisani Negin Karisani SSL VLM 59 22 0 30 Sep 2021
Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding Shiyang Li Semih Yavuz Wenhu Chen Xifeng Yan 69 12 0 14 Sep 2021
Uncertainty-Aware Model Adaptation for Unsupervised Cross-Domain Object Detection Minjie Cai Minyi Luo Xionghu Zhong Hao Chen OOD 56 6 0 28 Aug 2021
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems Fei Mi Wanhao Zhou Feng Cai Lingjing Kong Minlie Huang Boi Faltings 89 32 0 28 Aug 2021
BertGCN: Transductive Text Classification by Combining GCN and BERT Yuxiao Lin Yuxian Meng Xiaofei Sun Qinghong Han Kun Kuang Jiwei Li Leilei Gan 127 238 0 12 May 2021
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Yue Yu Simiao Zuo Haoming Jiang Wendi Ren T. Zhao Chao Zhang AI4MH 73 133 0 15 Oct 2020
Interacting with Explanations through Critiquing Diego Antognini C. Musat Boi Faltings 59 22 0 22 May 2020