--- title: "Changmao Li — author profile and papers — Elamur Research" description: "Changmao Li, Chinese Academy of Sciences: 2 papers on Elamur Research (2020–2023), h-index 15 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/changmao-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/changmao-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Changmao Li # Changmao Li Changmao Li has 2 papers in our library, in 2020–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/); often with [Jeffrey Flanigan](https://md.research.elamur.ai/free/en/authors/jeffrey-flanigan/), [Jinho D. Choi](https://md.research.elamur.ai/free/en/authors/jinho-d-choi/), [Xiangjue Dong](https://md.research.elamur.ai/free/en/authors/xiangjue-dong/). 2 papers in our library · 2020–2023 [OpenAlex](https://openalex.org/A5057862674) · [**h-index 15**](https://openalex.org/authors/A5057862674) · [63 works](https://openalex.org/works?filter=author.id:A5057862674) · [735 citations](https://openalex.org/works?filter=author.id:A5057862674&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/changmao-li/#papers) · [🔗 Cited 64 times in our library](https://md.research.elamur.ai/free/en/authors/changmao-li/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7513](https://md.research.elamur.ai/free/en/paper-stars/page/76/#star-7513) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Changmao+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Changmao+Li) · [dblp](https://dblp.org/search?q=Changmao+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Changmao+Li) ## Affiliations [🎓**Dalian Polytechnic University** Dalian · China 2019–2026 · 8 papers*current*](https://ror.org/00c7x4a95) · [🎓**Dalian University of Technology** Dalian · China 2005–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/dalian-university-of-technology/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🎓**Huazhong University of Science and Technology** Wuhan · China 2014–2020 · 10 papers](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🔬**Wuhan National Laboratory for Optoelectronics** Wuhan · China 2014–2020 · 8 papers](https://ror.org/03c9ncn37) · [🏥**Guangdong Academy of Medical Sciences** Guangzhou · China 2011–2025 · 7 papers](https://ror.org/0432p8t34) · [🎓**Emory University** Atlanta · United States 2019–2020 · 6 papers](https://md.research.elamur.ai/free/en/universities/emory-university/) · [🏥**Guangdong General Hospital** Guangzhou · China 2009–2019 · 6 papers](https://ror.org/03jpekd50) · [🎓**University of California, Santa Cruz** Santa Cruz · United States 2022–2025 · 4 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/) · [🏥**Guangdong Provincial People's Hospital** Guangzhou · China 2020–2025 · 3 papers](https://ror.org/045kpgw45) 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. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/changmao-li/year/2023/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/changmao-li/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Task Contamination: Language Models May Not Be Few-Shot Anymore](https://md.research.elamur.ai/free/en/papers/li-2023-task-contamination-language-models-may/)** *(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](https://md.research.elamur.ai/free/en/papers/dong-2020-transformer-based-context-aware-sarcasm/)** *(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 Anymore](https://md.research.elamur.ai/free/en/papers/li-2023-task-contamination-language-models-may/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Changmao Li, Jeffrey Flanigan*2023 · 89 citations* 2. **[Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media](https://md.research.elamur.ai/free/en/papers/dong-2020-transformer-based-context-aware-sarcasm/) [Workshop on Figurative Language Processing](https://md.research.elamur.ai/free/en/venues/figlang/)**Xiangjue Dong, Changmao Li, Jinho D. Choi*2020 · 35 citations* 3. **[Improving Neural Machine Translation with the Abstract Meaning Representation by Combining Graph and Sequence Transformers ↗](https://aclanthology.org/2022.dlg4nlp-1.2/) Proceedings of the 2nd Workshop on Deep Learning on Graphs for Natural Language Processing (DLG4NLP 2022) · no summary yet**Changmao Li, Jeffrey Flanigan*2022 · 17 citations* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Jeffrey Flanigan](https://md.research.elamur.ai/free/en/authors/jeffrey-flanigan/) - [Jinho D. Choi](https://md.research.elamur.ai/free/en/authors/jinho-d-choi/) - [Xiangjue Dong](https://md.research.elamur.ai/free/en/authors/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](https://md.research.elamur.ai/free/en/venues/figlang/): [Workshop on Figurative Language Processing 2020](https://md.research.elamur.ai/free/en/venues/figlang/2020/) - [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/): [Proceedings of the AAAI Conference on Artificial Intelligence 2023](https://md.research.elamur.ai/free/en/venues/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 →](https://md.research.elamur.ai/free/en/authors/changmao-li/cited-by/). Updated 2 November 2026