Papers by Zhengkai Tu
Don’t Change Me! User-Controllable Selective Paraphrase Generation (2021.eacl-main)
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| Challenge: | a new technique allows paraphrase generation to be user-controlled . a user looking for cheap hotels in New York would not find the other answer helpful . |
| Approach: | They propose a method that provides a user with explicit tags that can be placed around any arbitrary segment of text to mean "don't change me!" they propose allowing user-controllable paraphrase generation by fine-tuning model that exhibits this behavior . |
| Outcome: | The proposed technique is language agnostic and tested in English and Chinese. |
Predictive Chemistry Augmented with Text Retrieval (2023.emnlp-main)
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| Challenge: | TextReact is a new method to augment predictive chemistry with text descriptions retrieved from the literature. |
| Approach: | They propose a method that directly augments predictive chemistry with texts retrieved from the literature. |
| Outcome: | The proposed method outperforms existing models trained on molecular data. |