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"Text Classification": models, code, and papers
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Leveraging Large Language Models to Extract Information on Substance Use Disorder Severity from Clinical Notes: A Zero-shot Learning Approach

Mar 18, 2024
Maria Mahbub, Gregory M. Dams, Sudarshan Srinivasan, Caitlin Rizy, Ioana Danciu, Jodie Trafton, Kathryn Knight

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CODE-ACCORD: A Corpus of Building Regulatory Data for Rule Generation towards Automatic Compliance Checking

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Mar 04, 2024
Hansi Hettiarachchi, Amna Dridi, Mohamed Medhat Gaber, Pouyan Parsafard, Nicoleta Bocaneala, Katja Breitenfelder, Gonçal Costa, Maria Hedblom, Mihaela Juganaru-Mathieu, Thamer Mecharnia, Sumee Park, He Tan, Abdel-Rahman H. Tawil, Edlira Vakaj

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Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification

Jan 15, 2024
Wei Tan, Ngoc Dang Nguyen, Lan Du, Wray Buntine

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Effects of term weighting approach with and without stop words removing on Arabic text classification

Feb 21, 2024
Esra'a Alhenawi, Ruba Abu Khurma, Pedro A. Castillo, Maribel G. Arenas

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Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement

Mar 11, 2024
Che Liu, Zhongwei Wan, Cheng Ouyang, Anand Shah, Wenjia Bai, Rossella Arcucci

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Predict the Next Word: <Humans exhibit uncertainty in this task and language models _____>

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Feb 27, 2024
Evgenia Ilia, Wilker Aziz

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XCoOp: Explainable Prompt Learning for Computer-Aided Diagnosis via Concept-guided Context Optimization

Mar 14, 2024
Yequan Bie, Luyang Luo, Zhixuan Chen, Hao Chen

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Diversity-Aware Ensembling of Language Models Based on Topological Data Analysis

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Feb 22, 2024
Polina Proskura, Alexey Zaytsev

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KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text Detection

Feb 21, 2024
Michal Spiegel, Dominik Macko

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Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning

Feb 25, 2024
Shuai Zhao, Leilei Gan, Luu Anh Tuan, Jie Fu, Lingjuan Lyu, Meihuizi Jia, Jinming Wen

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