TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision

TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision

29 February 2024

Papers citing "TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision"

9 / 9 papers shown

Title
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification Qianbo Zang Christophe Zgrzendek Igor Tchappi Afshin Khadangi Johannes Sedlmeir VLM 21 2 0 08 May 2025
Enforcing Consistency and Fairness in Multi-level Hierarchical Classification with a Mask-based Output Layer Shijing Chen Shoaib Jameel Mohamed Reda Bouadjenek Feilong Tang Usman Naseem Basem Suleiman Hakim Hacid Flora D. Salim Imran Razzak 34 0 0 19 Mar 2025
Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical Classification Shijing Chen Mohamed Reda Bouadjenek Shoaib Jameel Usman Naseem Basem Suleiman Flora D. Salim Hakim Hacid Imran Razzak 31 1 0 12 Jan 2025
Taxonomy-guided Semantic Indexing for Academic Paper Search SeongKu Kang Yunyi Zhang Pengcheng Jiang Dongha Lee J. Han Hwanjo Yu 24 3 0 25 Oct 2024
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations Yucheng Jiang Yijia Shao Dekun Ma Sina J. Semnani Monica S. Lam LLMAG 24 14 0 27 Aug 2024
Investigating Low-Cost LLM Annotation for~Spoken Dialogue Understanding Datasets Lucas Druart Valentin Vielzeuf Yannick Esteve 26 0 0 19 Jun 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 31 12 0 23 May 2023
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
Towards Zero-Label Language Learning Zirui Wang Adams Wei Yu Orhan Firat Yuan Cao SyDa 167 101 0 19 Sep 2021