Papers › MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers
MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers
You Zhang, Jin Wang, Liang-Chih Yu, Xuejie Zhang
Code
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Tasks
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Sentiment Analysis | User and product information | MA-BERT | IMDB (Acc) | 57.3 | #1 of 10 | Archive leaderboard | report |
| Sentiment Analysis | User and product information | MA-BERT | Yelp 2013 (Acc) | 70.3 | #1 of 10 | Archive leaderboard | report |
| Sentiment Analysis | User and product information | MA-BERT | Yelp 2014 (Acc) | 71.4 | #1 of 10 | Archive leaderboard | report |
Ranks are positions in the archive's leaderboards as they stood at the 2025-07-28 snapshot. Results published since then are not among these rows, so a rank here is not a current standing.
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