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Deming Ye

Deming Ye has 3 papers in our library, in 2020–2022, most of them on Coreference resolution, Language models & pretraining, Information extraction; often with Maosong Sun, Peng Li, Yankai Lin.

3 papers in our library · 2020–2022

OpenAlex · h-index 11 · 15 works · 1,253 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 167 times in our library · ⭐ Paper Stars ranking: #3163

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Tsinghua UniversityBeijing · China2018–2023 · 17 paperscurrent🔬Beijing National Research Center for Information Science and TechnologyBeijing · China2020–2022 · 4 papers🔬State Key Laboratory of Intelligent Technology and SystemsBeijing2019–2021 · 4 papers

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 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 works

🧭 Topics 4Research subjects and languages the work is about.Information extraction · 1 workLanguage models & pretraining · 1 workCoreference resolution · 1 workReasoning · 1 work

 Works by year

2020s

20221 paperPacked Levitated Marker for Entity and Relation Extraction20202 papersDeming Ye's papers of 2020

 Papers

The most cited first (OpenAlex and our library).

  1. Coreferential Reasoning Learning for 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 (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 (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.

Venues

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

 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 →.

Updated

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