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Yu Meng

Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias

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Jun 28, 2023
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Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers

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Jun 24, 2023
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PromptClass: Weakly-Supervised Text Classification with Prompting Enhanced Noise-Robust Self-Training

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May 23, 2023
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Patton: Language Model Pretraining on Text-Rich Networks

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May 20, 2023
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ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval

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May 18, 2023
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Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks

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Feb 21, 2023
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The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study

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Feb 07, 2023
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Representation Deficiency in Masked Language Modeling

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Feb 04, 2023
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Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts

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Dec 12, 2022
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Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning

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Nov 06, 2022
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