MotifClass: Weakly Supervised Text Classification with Higher-order
Metadata Information

MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information

7 November 2021

Yu Zhang

Xiusi Chen

Papers citing "MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information"

12 / 12 papers shown

Title
RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules Miaomiao Li Jiaqi Zhu Yang Wang Yi Yang Yilin Li Hongan Wang LRM 35 4 0 05 Mar 2024
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers Yu Zhang Bowen Jin Xiusi Chen Yan-Jun Shen Yunyi Zhang Yu Meng Jiawei Han 38 13 0 24 Jun 2023
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training Ran Xu Yue Yu Joyce C. Ho Carl Yang 47 21 0 12 Jun 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training Yunyi Zhang Minhao Jiang Yu Meng Yu Zhang Jiawei Han NoLa 48 12 0 23 May 2023
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study Yu Zhang Bowen Jin Qi Zhu Yu Meng Jiawei Han 49 19 0 07 Feb 2023
Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts Yu Zhang Yunyi Zhang Martin Michalski Yucheng Jiang Yu Meng Jiawei Han 64 16 0 12 Dec 2022
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds Yu Zhang Yu Meng Xuan Wang Sheng Wang Jiawei Han 65 14 0 04 May 2022
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification Yu Zhang Zhihong Shen Chieh-Han Wu Boya Xie Junheng Hao Yexin Wang Kuansan Wang Jiawei Han VLM 16 27 0 11 Feb 2022
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Jiawei Han 50 56 0 09 Feb 2022
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 185 1,170 0 03 Mar 2020
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories Yu Zhang Frank F. Xu Sha Li Yu Meng Xuan Wang Qi Li Jiawei Han 45 41 0 16 Oct 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014