News to Vulnerability Records
Collection
4 items • Updated
decoder (mistral_7b)
Fine-tuned mistralai/Mistral-7B-Instruct-v0.3 for structured vulnerability-record extraction from cybersecurity news articles, from the study (encoder token-classification vs. decoder structured-generation). This is the best-performing decoder in that comparison.
Test-set performance (entity/field-level)
| parse rate | micro F1 | macro F1 |
|---|---|---|
| 0.9423 | 0.5401 | 0.5852 |
See the project README for the task definition, schema, evaluation protocol, and the full per-model / per-field breakdown.
Companion dataset: upb-nlp/NtVR.
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Model tree for upb-nlp/NtVR-decoder-mistral-7b
Base model
mistralai/Mistral-7B-v0.3 Finetuned
mistralai/Mistral-7B-Instruct-v0.3