Papers by Boning Zhang
MediaHG: Rethinking Eye-catchy Features in Social Media Headline Generation (2023.emnlp-main)
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| Challenge: | Creating a good headline on social media platforms requires a disentanglement-based model to balance the content and contextual features. |
| Approach: | They propose a disentanglement-based headline generation model which can balance the content and contextual features by incorporating contrastive learning and auxiliary multi-tasking to choose the best domain-suitable headline. |
| Outcome: | The proposed model can balance content and contextual features, while allowing bloggers to obtain more site traffic and profits while readers can have easier access to topics of interest. |