MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities

4 April 2023

Papers citing "MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities"

6 / 6 papers shown

Title
Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis Priyanka Kargupta Ishika Agarwal Tal August Jiawei Han LLMAG 97 0 0 21 Feb 2025
Unsupervised Episode Detection for Large-Scale News Events Priyanka Kargupta Yunyi Zhang Yizhu Jiao Siru Ouyang Jiawei Han AI4TS 19 0 0 09 Aug 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Yunyi Zhang Ruozhen Yang Xueqiang Xu Rui Li Jinfeng Xiao Jiaming Shen Jiawei Han 33 9 0 29 Feb 2024
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training Yunyi Zhang Minhao Jiang Yu Meng Yu Zhang Jiawei Han NoLa 37 12 0 23 May 2023
Weakly Supervised Text Classification using Supervision Signals from a Language Model Ziqian Zeng Wei-Guo Ni Tianqing Fang Xiang Li Xinran Zhao Yangqiu Song 47 12 0 13 May 2022
Weakly-supervised Text Classification Based on Keyword Graph Lu Zhang Jiandong Ding Yi Xu Yingyao Liu Shuigeng Zhou OffRL OOD 36 57 0 06 Oct 2021