Papers by Leo Horne
GRUBERT: A GRU-Based Method to Fuse BERT Hidden Layers for Twitter Sentiment Analysis (2020.aacl-srw)
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| Challenge: | GRUBERT learns to map the different BERT hidden layers to fused embeddings . aims to achieve high accuracy on Twitter sentiment analysis task . |
| Approach: | They propose a GRU-based architecture that learns to map BERT hidden layers to fused embeddings to capture tweets' full extent. |
| Outcome: | The proposed method outperforms well-known embeddings and heuristics on Twitter sentiment analysis. |