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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。
PerSoMed: A Large-Scale Balanced Dataset for Persian Social Media Text Classification
Arxiv
0+阅读 · 5月25日
Fine-Tuning Causal LLMs for Text Classification: Embedding-Based vs. Instruction-Based Approaches
Arxiv
0+阅读 · 5月25日
Open-Weight LLMs Are Often Competitive with Commercial APIs for Political Science Text Classification
Arxiv
0+阅读 · 5月19日
Kathleen: Oscillator-Based Byte-Level Text Classification Without Tokenization or Attention
Arxiv
0+阅读 · 5月13日
Detecting Alarming Student Verbal Responses using Text and Audio Classifier
Arxiv
0+阅读 · 4月17日
PerSoMed: A Large-Scale Balanced Dataset for Persian Social Media Text Classification
Arxiv
0+阅读 · 2月22日
An Extreme Multi-label Text Classification (XMTC) Library Dataset: What if we took "Use of Practical AI in Digital Libraries" seriously?
Arxiv
0+阅读 · 3月11日
Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders
Arxiv
0+阅读 · 2月20日
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
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