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"Text Classification": models, code, and papers
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Well-calibrated Confidence Measures for Multi-label Text Classification with a Large Number of Labels

Dec 14, 2023
Lysimachos Maltoudoglou, Andreas Paisios, Ladislav Lenc, Jiří Martínek, Pavel Král, Harris Papadopoulos

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A Reproducibility Study of Goldilocks: Just-Right Tuning of BERT for TAR

Jan 16, 2024
Xinyu Mao, Bevan Koopman, Guido Zuccon

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Text Categorization Can Enhance Domain-Agnostic Stopword Extraction

Jan 24, 2024
Houcemeddine Turki, Naome A. Etori, Mohamed Ali Hadj Taieb, Abdul-Hakeem Omotayo, Chris Chinenye Emezue, Mohamed Ben Aouicha, Ayodele Awokoya, Falalu Ibrahim Lawan, Doreen Nixdorf

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Bilevel Optimization under Unbounded Smoothness: A New Algorithm and Convergence Analysis

Jan 17, 2024
Jie Hao, Xiaochuan Gong, Mingrui Liu

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Active Learning for NLP with Large Language Models

Jan 14, 2024
Xuesong Wang

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A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a Verbalizer

Jan 10, 2024
Yong Ma, Senlin Luo, Yu-Ming Shang, Zhengjun Li, Yong Liu

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Evolving Domain Adaptation of Pretrained Language Models for Text Classification

Nov 16, 2023
Yun-Shiuan Chuang, Yi Wu, Dhruv Gupta, Rheeya Uppaal, Ananya Kumar, Luhang Sun, Makesh Narsimhan Sreedhar, Sijia Yang, Timothy T. Rogers, Junjie Hu

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Text Region Multiple Information Perception Network for Scene Text Detection

Jan 18, 2024
Jinzhi Zheng, Libo Zhang, Yanjun Wu, Chen Zhao

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Tackling Concept Shift in Text Classification using Entailment-style Modeling

Nov 06, 2023
Sumegh Roychowdhury, Karan Gupta, Siva Rajesh Kasa, Prasanna Srinivasa Murthy, Alok Chandra

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The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance

Jan 09, 2024
Abel Salinas, Fred Morstatter

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