Xin Zhou
Xin Zhou has 3 papers in our library, in 2020–2022, most of them on Named entity recognition, Multilingual & cross-lingual NLP; often with Qi Zhang, Tao Gui, Jason Baldridge.
OpenAlex · ORCID · h-index 19 · 65 works · 1,348 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 191 times in our library · ⭐ Paper Stars ranking: #3528
Affiliations
Concepts, shelves and topics
📚 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 · 1 work
🧭 Topics 2Research subjects and languages the work is about.Named entity recognition · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- Template-free Prompt Tuning for Few-shot NER (2022 · 181 citations)
Prompt-based learning works well for few-shot sentence classification, but it fits token-level tasks like NER poorly. - TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing (2021 · 146 citations)
NLP models with high accuracy often break when their inputs are slightly altered. Earlier robustness tools usually test either generic perturbations or task-specific ones, which makes a complete assessment hard. TextFlint addresses this with one open-source framework for English and Chinese. It combines four kinds of… - Mapping Natural Language Instructions to Mobile UI Action Sequences (2020 · 130 citations)
The paper introduces a new grounding task: converting a multi-step English instruction, such as a help-page recipe for changing Wi-Fi settings, into actions that can be executed directly on an Android touchscreen.
Co-authors here
- Qi Zhang ×2
- Tao Gui ×2
- Jason Baldridge
- Jiacheng Ye
- Linyang Li
- Qin Liu
- Rui Zheng
- Ruotian Ma
- Xiao Wang
- Xuanjing Huang
- Yang Li
- Yuan Zhang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2021, ACL 2020
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2022
Cited by
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