EdyVision/pii-skills-ablation-results
PII Skills Ablation — Scored Results This repository contains model predictions and evaluation scores for the ablation study described in: "Asymmetry, Not Capability: Evaluation Shapes Tool-Augmented PII Detection in Small Language Models" Results are produced by running four open-weight instruction-tuned models (Gemma 2 9B, Llama 3.1 8B, Mistral 7B, Qwen 2.5 7B) under four primary conditions (zero-shot, +Docs, +Tool, +Skills), plus three baselines (standalone PII-Codex detector… See the full description on the dataset page: https://huggingface.co/datasets/EdyVision/pii-skills-ablation-results.
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Add main results from gemma2_9b_llama3_8b_mistral_7b_qwen2_7b (prompts v1)
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Add main results from gemma2_9b_llama3_8b_mistral_7b_qwen2_7b (prompts v1)
Add pilot results from gemma2_9b_llama3_8b_mistral_7b_qwen2_7b (prompts v1)
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