Papers by Gongyao Jiang
A Pilot Study on Dialogue-Level Dependency Parsing for Chinese (2023.findings-acl)
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| Challenge: | Dialogue-level dependency parsing has received insufficient attention, especially for Chinese. |
| Approach: | They propose a signal-based method to transform seen syntactic dependencies into unseen ones between elementary discourse units (EDUs) they apply single-view and multi-view data selection to access reliable pseudo-labeled instances. |
| Outcome: | The proposed method transforms seen syntactic dependencies into unseen ones between elementary discourse units (EDUs) the proposed method also provides reliable pseudo-labeled instances. |
JRE-L: Journalist, Reader, and Editor LLMs in the Loop for Science Journalism for the General Audience (2025.naacl-long)
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| Challenge: | Science journalism reports current scientific discoveries to non-specialists, aiming to enable public comprehension of the state of the art. |
| Approach: | They propose a framework that integrates three LLMs mimicking the writing-reading-feedback-revision loop. |
| Outcome: | The proposed framework generates articles that are more accessible than existing methods, including prompting single advanced models such as GPT-4 and other LLM-collaboration strategies. |