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absa-marketing-roberta-t2a
niulu666/absa-marketing-roberta-t2a
absa-marketing-roberta-t2a is a machine learning model from niulu666. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Fine-tuned hfl/chinese-roberta-wwm-ext for automotive comment analysis:
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At a glance
- License
- mit
- Model type
- absa_dual_task
- Access
- Public
- Created
- Jun 8, 2026
- Updated
- Jun 8, 2026
- SHA
- 4702af0a
Model card
From the Hugging Face model README
ABSA Marketing RoBERTa (t2a coarse, 4-head)
Fine-tuned hfl/chinese-roberta-wwm-ext for automotive comment analysis:
- Product aspect BIO (8 coarse aspects)
- Marketing tag multi-label (29 tags, 6 categories)
- Comment-level sentiment
- Marketing BIO auxiliary head
Usage
Bundled with ABSA-Marketing-Pipeline product package.
Load via marketing-pipeline/src/model_singleton.py (local model/absa_roberta/).
Training notes
- Checkpoint:
checkpoint-stage2-best-v3_coarse_nolora.pt(t2a) - product_bio labels: 17 (O + B/I × 8 aspects)
- marketing_bio labels: 13 (O + B/I × 6 categories)
License
MIT (code). Research use only for third-party data.
- Type
- absa_dual_task
- License
- mit
- Languages
- zh
- Created
- Jun 8, 2026
- Updated
- Jun 8, 2026