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文本分类（Text Classification）任务是根据给定文档的内容或主题，自动分配预先定义的类别标签。
State of the Art in Text Classification for South Slavic Languages: Fine-Tuning or Prompting?
State of the Art in Text Classification for South Slavic Languages: Fine-Tuning or Prompting?
Arxiv
0+阅读 · 2月19日
TabAgent: A Framework for Replacing Agentic Generative Components with Tabular-Textual Classifiers
Arxiv
0+阅读 · 2月18日
Cost-Aware Model Selection for Text Classification: Multi-Objective Trade-offs Between Fine-Tuned Encoders and LLM Prompting in Production
Arxiv
0+阅读 · 2月6日
Revisiting Prompt Sensitivity in Large Language Models for Text Classification: The Role of Prompt Underspecification
Arxiv
0+阅读 · 2月4日
Breaking the Adversarial Robustness-Performance Trade-off in Text Classification via Manifold Purification
Arxiv
0+阅读 · 1月30日
GORAG: Graph-based Online Retrieval Augmented Generation for Dynamic Few-shot Social Media Text Classification
Arxiv
0+阅读 · 1月29日
MOSLD-Bench: Multilingual Open-Set Learning and Discovery Benchmark for Text Categorization
Arxiv
0+阅读 · 1月19日
Hierarchical Text Classification with LLM-Refined Taxonomies
Arxiv
0+阅读 · 1月26日
Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification
Arxiv
0+阅读 · 1月23日
Text Classification Under Class Distribution Shift: A Survey
Arxiv
0+阅读 · 1月15日
Determinants of Training Corpus Size for Clinical Text Classification
Arxiv
0+阅读 · 1月22日
Your Extreme Multi-label Classifier is Secretly a Hierarchical Text Classifier for Free
Arxiv
0+阅读 · 1月26日
Interpretable Text Classification Applied to the Detection of LLM-generated Creative Writing
Arxiv
0+阅读 · 1月12日
Generative or Discriminative? Revisiting Text Classification in the Era of Transformers
Arxiv
0+阅读 · 1月9日
A Systematic Comparison between Extractive Self-Explanations and Human Rationales in Text Classification
Arxiv
0+阅读 · 1月7日
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