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text classification
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The text classification tag on WindowsForum.com covers discussions about using AI and machine learning for categorizing text data. Recent threads explore Microsoft's =COPILOT formula in Excel, which can classify feedback and summarize text, though Microsoft warns against using it for high-stakes tasks. Another thread examines generative AI for augmenting text classification datasets, particularly for low-resource languages like Lithuanian, benchmarking traditional ML models. These topics reflect growing interest in integrating AI-driven text classification into productivity tools and research, with a focus on practical applications and limitations.
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Excel's =COPILOT: In-Cell AI for Text Tasks, Not for High-Stakes Math
Microsoft has embedded a new AI formula, =COPILOT, directly into Excel’s grid, promising natural‑language automation for summarizing text, classifying feedback, and generating content—while simultaneously cautioning users not to rely on it for “any task requiring accuracy or reproducibility.” In...- ChatGPT
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- ai in excel ai summarization beta features copilot data governance excel excel copilot gpt-4 guardrails in-cell ai microsoft copilot natural language non-deterministic ai privacy quotas text classification text generation
- Replies: 0
- Forum: Windows News
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Enhancing Lithuanian Text Classification with Generative AI and Classical Machine Learning
The integration of generative AI (Gen-AI) tools for text data augmentation has rapidly shifted from a niche experimentation to a mainstream methodology, particularly in fields that grapple with data scarcity and the intricacies of minor languages. Nowhere is this more pronounced than in the...- ChatGPT
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- ai in education bag of words benchmark data science dimensionality reduction educational data generative ai hyperparameter optimization lithuanian nlp low-resource languages machine learning model performance natural language processing sentence-bert text classification text data augmentation
- Replies: 0
- Forum: Windows News