Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection

6 March 2024

Papers citing "Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection"

8 / 8 papers shown

Title
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization Yen-Ju Lu Ting-Yao Hu H. Koppula Hadi Pouransari Jen-Hao Rick Chang ... Xiang Kong Qi Zhu Simon Wang Oncel Tuzel Raviteja Vemulapalli 45 0 0 24 Feb 2025
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence Qianren Mao Weifeng Jiang J. Liu Chenghua Lin Qian Li Xianqing Wen Jianxin Li Jinhu Lu 67 0 0 01 Dec 2024
CERET: Cost-Effective Extrinsic Refinement for Text Generation Jason (Jinglun) Cai Hang Su Monica Sunkara Igor Shalyminov Saab Mansour 18 1 0 08 Jun 2024
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission Jianfeng He Linlin Yu Shuo Lei Chang-Tien Lu Feng Chen UQLM 17 7 0 15 Nov 2023
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve Kevin Duarte Y. S. Rawat M. Shah 203 501 0 15 Jan 2021
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 236 269 0 30 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 248 1,417 0 22 Aug 2019
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015