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"Text Classification": models, code, and papers
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Comprehensive Implementation of TextCNN for Enhanced Collaboration between Natural Language Processing and System Recommendation

Mar 12, 2024
Xiaonan Xu, Zheng Xu, Zhipeng Ling, Zhengyu Jin, ShuQian Du

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CrossTune: Black-Box Few-Shot Classification with Label Enhancement

Mar 19, 2024
Danqing Luo, Chen Zhang, Yan Zhang, Haizhou Li

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Pushing The Limit of LLM Capacity for Text Classification

Feb 16, 2024
Yazhou Zhang, Mengyao Wang, Chenyu Ren, Qiuchi Li, Prayag Tiwari, Benyou Wang, Jing Qin

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Comparing effectiveness of regularization methods on text classification: Simple and complex model in data shortage situation

Feb 27, 2024
Jongga Lee, Jaeseung Yim, Seohee Park, Changwon Lim

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Multi-Level Explanations for Generative Language Models

Mar 21, 2024
Lucas Monteiro Paes, Dennis Wei, Hyo Jin Do, Hendrik Strobelt, Ronny Luss, Amit Dhurandhar, Manish Nagireddy, Karthikeyan Natesan Ramamurthy, Prasanna Sattigeri, Werner Geyer, Soumya Ghosh

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Investigating Text Shortening Strategy in BERT: Truncation vs Summarization

Mar 19, 2024
Mirza Alim Mutasodirin, Radityo Eko Prasojo

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Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning

Mar 15, 2024
Shang-Hsuan Chiang, Ming-Chih Lo, Lin-Wei Chao, Wen-Chih Peng

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LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification

Feb 26, 2024
Yiping Song, Juhua Zhang, Zhiliang Tian, Yuxin Yang, Minlie Huang, Dongsheng Li

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Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation

Mar 17, 2024
Silvia Corbara, Alejandro Moreo

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