Text Classification


Text classification is the process of categorizing text documents into predefined categories or labels.

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations

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May 20, 2025
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A Structured Literature Review on Traditional Approaches in Current Natural Language Processing

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May 19, 2025
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Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies

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May 09, 2025
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Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph

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May 13, 2025
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Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification

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May 09, 2025
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KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification

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May 08, 2025
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SVL: Spike-based Vision-language Pretraining for Efficient 3D Open-world Understanding

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May 23, 2025
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Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis

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May 28, 2025
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AI-generated Text Detection: A Multifaceted Approach to Binary and Multiclass Classification

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May 15, 2025
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Hephaestus Minicubes: A Global, Multi-Modal Dataset for Volcanic Unrest Monitoring

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May 23, 2025
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