Papers by Qiling Xu
Fine-grained Conversational Decoding via Isotropic and Proximal Search (2023.emnlp-main)
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| Challenge: | Existing text decoding methods are not tailoring for dialogue generation. |
| Approach: | They propose a fine-grained conversational decoding method that generates a semantic-concentrated response while maintaining informativeness and discrimination against the context. |
| Outcome: | The proposed method outperforms existing decoding strategies in the dialogue field across both automatic and human evaluation metrics. |