Weakly Supervised Text Classification using Supervision Signals from a Language Model

13 May 2022

Papers citing "Weakly Supervised Text Classification using Supervision Signals from a Language Model"

6 / 6 papers shown

Title
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
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities Priyanka Kargupta Tanay Komarlu Susik Yoon Xuan Wang Jiawei Han 10 8 0 04 Apr 2023
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision Anastasiia Sedova Benjamin Roth 15 0 0 14 Apr 2022
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 248 1,382 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 393 2,216 0 03 Sep 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 238 13,283 0 25 Aug 2014