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"Text Classification": models, code, and papers
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A Modified Word Saliency-Based Adversarial Attack on Text Classification Models

Mar 17, 2024
Hetvi Waghela, Sneha Rakshit, Jaydip Sen

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Simple Hack for Transformers against Heavy Long-Text Classification on a Time- and Memory-Limited GPU Service

Mar 19, 2024
Mirza Alim Mutasodirin, Radityo Eko Prasojo, Achmad F. Abka, Hanif Rasyidi

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

Feb 29, 2024
Yunyi Zhang, Ruozhen Yang, Xueqiang Xu, Jinfeng Xiao, Jiaming Shen, Jiawei Han

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Multi-level Product Category Prediction through Text Classification

Mar 03, 2024
Wesley Ferreira Maia, Angelo Carmignani, Gabriel Bortoli, Lucas Maretti, David Luz, Daniel Camilo Fuentes Guzman, Marcos Jardel Henriques, Francisco Louzada Neto

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RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules

Mar 05, 2024
Miaomiao Li, Jiaqi Zhu, Yang Wang, Yi Yang, Yilin Li, Hongan Wang

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'One size doesn't fit all': Learning how many Examples to use for In-Context Learning for Improved Text Classification

Mar 11, 2024
Manish Chandra, Debasis Ganguly, Yiwen Li, Iadh Ounis

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KeNet:Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification

Mar 04, 2024
Bo Li, Yuyan Chen, Liang Zeng

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Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text Classification

Feb 29, 2024
Zihan Wang, Peiyi Wang, Houfeng Wang

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Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification

Mar 01, 2024
Yuan Wu

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Text classification of column headers with a controlled vocabulary: leveraging LLMs for metadata enrichment

Mar 05, 2024
Margherita Martorana, Tobias Kuhn, Lise Stork, Jacco van Ossenbruggen

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