Dongqi Liu
Dongqi Liu has 3 papers in our library, in 2023–2025, most of them on Summarization, Discourse analysis; often with Vera Demberg, Mirella Lapata, Xi Yu.
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📄 3 works in our library · 🔗 Cited 52 times in our library · ⭐ Paper Stars ranking: #7444
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 2 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Summarization · 3 worksDiscourse analysis · 1 work
Works by year
2020s
Papers
- ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer (2023 · 43 citations)
Liu and Demberg examine how closely ChatGPT's output matches human writing when the model is asked to control style, and how often it distorts content while doing so. - What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations (2025 · 13 citations)
Large multimodal models handle general videos fairly well, but they struggle with scientific talks, which contain specialized vocabulary, figures and tables. - Explanatory Summarization with Discourse-Driven Planning (2025 · 8 citations)
Lay summaries of scientific papers rely heavily on explanations such as analogies, background and causal links.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2025
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