🧑‍🔬 Changmao Li

🏛️ Affiliations

🎓Dalian Polytechnic UniversityDalian · China2019–2026 · 8 paperscurrent🎓Dalian University of TechnologyDalian · China2005–2026 · 3 paperscurrent🏛️Chinese Academy of SciencesBeijing · China2025–2026 · 2 paperscurrent🎓Huazhong University of Science and TechnologyWuhan · China2014–2020 · 10 papers🔬Wuhan National Laboratory for OptoelectronicsWuhan · China2014–2020 · 8 papers🏥Guangdong Academy of Medical SciencesGuangzhou · China2011–2025 · 7 papers🎓Emory UniversityAtlanta · United States2019–2020 · 6 papers🏥Guangdong General HospitalGuangzhou · China2009–2019 · 6 papers🎓University of California, Santa CruzSanta Cruz · United States2022–2025 · 4 papers🏥Guangdong Provincial People's HospitalGuangzhou · China2020–2025 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 13 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Task Contamination: Language Models May Not Be Few-Shot Anymore (2023 · 89 citations)
   LLMs are often credited with solving tasks from zero or only a handful of examples. That claim fails if the pre-training data already contained labelled training examples of the evaluated task. The authors call this task contamination and distinguish it from leakage of test sets. Li and Flanigan study the problem…
2. Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media (2020 · 35 citations)
   Sarcasm often hides negative intent behind wording that looks positive. On social media it is further obscured by typos, slang and emojis, and a single reply judged in isolation can be ambiguous even to people. Working within the FigLang 2020 sarcasm shared task, the authors test whether feeding the surrounding…

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Task Contamination: Language Models May Not Be Few-Shot AnymoreProceedings of the AAAI Conference on Artificial IntelligenceChangmao Li, Jeffrey Flanigan2023 · 89 citations
2. Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social MediaWorkshop on Figurative Language ProcessingXiangjue Dong, Changmao Li, Jinho D. Choi2020 · 35 citations
3. Improving Neural Machine Translation with the Abstract Meaning Representation by Combining Graph and Sequence Transformers ↗Proceedings of the 2nd Workshop on Deep Learning on Graphs for Natural Language Processing (DLG4NLP 2022) · no summary yetChangmao Li, Jeffrey Flanigan2022 · 17 citations

🤝 Co-authors here

3 co-authors with a page, the most papers together first.

• Jeffrey Flanigan
• Jinho D. Choi
• Xiangjue Dong

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Workshop on Figurative Language Processing: Workshop on Figurative Language Processing 2020
• Proceedings of the AAAI Conference on Artificial Intelligence: Proceedings of the AAAI Conference on Artificial Intelligence 2023
• Proceedings of the 2nd Workshop on Deep Learning on Graphs for Natural Language Processing (DLG4NLP 2022)

🔗 Cited by

Papers of our library cite their works 64 times (of the 149,439 papers whose bibliographies we read); 18 citing papers with a page here →.

Updated 2 November 2026

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