Zifei Shan
Zifei Shan has 2 papers in our library, in 2020–2026, most of them on Named entity recognition, Multilingual & cross-lingual NLP; often with Dacheng Tao, Daniel Gillick, Jan A. Botha.
OpenAlex · ORCID · Wikidata · h-index 8 · 35 works · 243 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 46 times in our library · ⭐ Paper Stars ranking: #6643
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workNamed entity recognition · 1 work
Works by year
2020s
Papers
- Entity Linking in 100 Languages (2020 · 114 citations)
Most entity linking (EL) research beyond monolingual settings is cross-lingual. It assumes one KB language, usually English Wikipedia, and so ignores the many entities described only in other languages. Botha, Shan and Gillick instead propose Multilingual Entity Linking (MEL). In MEL, mentions in any language are… - RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents (2026)
Mixture-of-Agents (MoA) setups let several LLMs refine each other's answers over multiple layers. Because every model runs at every layer, this is expensive and slow. Sparse MoA adds an LLM judge to filter answers, but all models still have to generate before the judge sees them. Neither approach scales well to pools…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2020
Cited by
Updated
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