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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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J. R. Manesco

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#small language model Open access Oct 2026

Prompt Engineering for Small Language Models: Evaluating ICL for Portuguese Sentiment Analysis

The In-Context Learning (ICL) paradigm enables adapting LLMs without parameter tuning. This work evaluates the impact of prompt engineering on 9B models for Brazilian Portuguese sentiment classification, comparing six prompting formats (fewand zero-shot) across three linguistically diverse models (Gemma2-9B-it, Boto-9B...

André da F. Schuck, G. Garcia, J. R. Manesco et al. · 0 citations
Conference Open access Sep 2026

SPACE: Semantic Projection and Alignment of Clip Embeddings for Domain Adaptation

SPACE is introduced, a method that exploits the semantic structure of CLIP's vision-language space for domain adaptation by applying Singular Value Decomposition to CLIP embeddings of class descriptions, yielding an orthogonal basis that captures semantic relationships among categories.

J. R. Manesco, D. Jodas, Douglas Rodrigues et al. · 0 citations

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