Papers by Lee Hsun Hsieh
Enconter: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer (2021.eacl-main)
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| Challenge: | Autoregressive language models do not perform well under hard lexical constraints as they lack fine control of content generation process. |
| Approach: | They propose a new insertion transformer that considers hard lexical constraints and imposes rules over objects in the generated text. |
| Outcome: | The proposed model outperforms baseline models in several performance metrics rendering it more suitable in practical applications. |