Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM

24 April 2023

Papers citing "Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM"

5 / 5 papers shown

Title
Zero-shot Generative Large Language Models for Systematic Review Screening Automation Shuai Wang Harrisen Scells Shengyao Zhuang Martin Potthast Bevan Koopman Guido Zuccon 25 12 0 12 Jan 2024
Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Yu Fei Ping Nie Zhao Meng Roger Wattenhofer Mrinmaya Sachan VLM 35 20 0 29 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022
Weakly-supervised Text Classification Based on Keyword Graph Lu Zhang Jiandong Ding Yi Xu Yingyao Liu Shuigeng Zhou OffRL OOD 36 56 0 06 Oct 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 257 374 0 28 Feb 2021