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Xin Tian

Xin Tian has 3 papers in our library, in 2019–2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Chen Gong, Han Zhang, Hao Tian.

3 papers in our library · 2019–2026

OpenAlex · ORCID · h-index 15 · 84 works · 1,356 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 271 times in our library · ⭐ Paper Stars ranking: #2689

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

🏢Intelligent Fusion TechnologyGermantown · United States2012–2026 · 42 paperscurrent🎓University of Maryland, College ParkCollege Park · United States2020–2024 · 8 papers🎓Tianjin Medical UniversityTianjin · China2005–2015 · 8 papers🏢BaiduBeijing · China2019–2022 · 4 papers🎓Soochow UniversitySuzhou · China2019–2021 · 4 papers🎓Chongqing University of TechnologyChongqing · China2025 · 2 papers🏢MetaMenlo Park · United States2022–2024 · 2 papers🎓University of ConnecticutStorrs · United States2012–2013 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 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 6The 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 · 1 workInformation Systems · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 work

 Works by year

2020s

20261 paper20211 paper

2010s

20191 paper

 Papers

The most cited first (OpenAlex and our library).

  1. ERNIE: Enhanced Representation through Knowledge Integration (2019 · 962 citations)
    Masked language models like BERT hide single characters or words. They can often guess the missing piece from the rest of the same name, without using what the sentence says about it. ERNIE, from Baidu, changes what is hidden. Training runs through three masking stages: random basic units (Chinese characters), then…
  2. FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark (2021 · 54 citations)
    Chinese NLP had no shared benchmark for comparing few-shot methods, so new techniques could not be measured against each other under common conditions.
  3. SCAN: Structured Capability Assessment and Navigation for LLMs (2026 · 1 citation)
    Most automatic LLM benchmarks try to reproduce leaderboard orderings such as Chatbot Arena. They reveal little about where a particular model is strong or weak. SCAN (Structured Capability Assessment and Navigation) treats evaluation as a way to understand a model rather than to rank it.

 Co-authors here

12 of 16 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 271 times (of the 149,439 papers whose bibliographies we read); 58 citing papers with a page here →.

Updated

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