--- title: "Deming Ye · Tsinghua University — author profile and papers" description: "Deming Ye, Tsinghua University: 3 papers on Elamur Research (2020–2022), h-index 11 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/deming-ye/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/deming-ye/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Deming Ye # Deming Ye Deming Ye has 3 papers in our library, in 2020–2022, most of them on [Coreference resolution](https://md.research.elamur.ai/free/en/topics/coreference-resolution/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/); often with [Maosong Sun](https://md.research.elamur.ai/free/en/authors/maosong-sun/), [Peng Li](https://md.research.elamur.ai/free/en/authors/peng-li/), [Yankai Lin](https://md.research.elamur.ai/free/en/authors/yankai-lin/). 3 papers in our library · 2020–2022 [OpenAlex](https://openalex.org/A5046085212) · [**h-index 11**](https://openalex.org/authors/A5046085212) · [15 works](https://openalex.org/works?filter=author.id:A5046085212) · [1,253 citations](https://openalex.org/works?filter=author.id:A5046085212&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/deming-ye/#papers) · [🔗 Cited 167 times in our library](https://md.research.elamur.ai/free/en/authors/deming-ye/cited-by/) · [⭐ Paper Stars ranking: #3163](https://md.research.elamur.ai/free/en/paper-stars/page/32/#star-3163) 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=Deming+Ye) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Deming+Ye) · [dblp](https://dblp.org/search?q=Deming+Ye) · [ACL Anthology](https://aclanthology.org/search/?q=Deming+Ye) ## Affiliations [🎓**Tsinghua University** Beijing · China 2018–2023 · 17 papers*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🔬**Beijing National Research Center for Information Science and Technology** Beijing · China 2020–2022 · 4 papers](https://md.research.elamur.ai/free/en/labs/beijing-national-research-center-for-information-science-and-technology/) · [🔬**State Key Laboratory of Intelligent Technology and Systems** Beijing 2019–2021 · 4 papers](https://md.research.elamur.ai/free/en/labs/state-key-laboratory-of-intelligent-technology-and-systems/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 4 Research subjects and languages the work is about.[Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Coreference resolution · 1 work](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2022** 1 paper Packed Levitated Marker for Entity and Relation Extraction](https://md.research.elamur.ai/free/en/papers/ye-2022-packed-levitated-marker-entity-relation/) · [**2020** 2 papers Deming Ye's papers of 2020](https://md.research.elamur.ai/free/en/authors/deming-ye/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Coreferential Reasoning Learning for Language Representation](https://md.research.elamur.ai/free/en/papers/ye-2020-coreferential-reasoning-learning-language-representation/)** *(2020 · 225 citations)* Pre-trained encoders like BERT learn mostly local cues from masked-token recovery. As a result, they struggle with links that span sentences, especially coreference. Fine-tuning on the small supervised coreference datasets available did not help downstream tasks, and large annotated sets are impractical to build. The… 2. **[Packed Levitated Marker for Entity and Relation Extraction](https://md.research.elamur.ai/free/en/papers/ye-2022-packed-levitated-marker-entity-relation/)** *(2022 · 189 citations)* Entity and relation extraction systems built on pre-trained encoders like BERT usually frame NER as span classification and RE as span-pair classification. 3. **[CPM: A Large-scale Generative Chinese Pre-trained Language Model](https://md.research.elamur.ai/free/en/papers/zhang-2020-cpm-large-scale-generative/)** *(2020 · 149 citations)* GPT-3 demonstrated strong few-shot and zero-shot abilities, but it is of limited use for Chinese because its training data is overwhelmingly English and its weights are closed. ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Maosong Sun](https://md.research.elamur.ai/free/en/authors/maosong-sun/) ×2 - [Peng Li](https://md.research.elamur.ai/free/en/authors/peng-li/) ×2 - [Yankai Lin](https://md.research.elamur.ai/free/en/authors/yankai-lin/) ×2 - [Fanchao Qi](https://md.research.elamur.ai/free/en/authors/fanchao-qi/) - [Hao Zhou](https://md.research.elamur.ai/free/en/authors/hao-zhou/) - [Haozhe Ji](https://md.research.elamur.ai/free/en/authors/haozhe-ji/) - [Pei Ke](https://md.research.elamur.ai/free/en/authors/pei-ke/) - [Xiaozhi Wang](https://md.research.elamur.ai/free/en/authors/xiaozhi-wang/) - [Xu Han](https://md.research.elamur.ai/free/en/authors/xu-han/) - [Yujia Qin](https://md.research.elamur.ai/free/en/authors/yujia-qin/) - [Yusheng Su](https://md.research.elamur.ai/free/en/authors/yusheng-su/) - [Yuxian Gu](https://md.research.elamur.ai/free/en/authors/yuxian-gu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2022](https://md.research.elamur.ai/free/en/venues/acl/2022/) - [AI Open](https://md.research.elamur.ai/free/en/venues/ai-open/): [AI Open 2020](https://md.research.elamur.ai/free/en/venues/ai-open/2020/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/) ## Cited by Papers of our library cite their works 167 times (of the 141,840 papers whose bibliographies we read); [12 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/deming-ye/cited-by/). Updated 24 October 2026