Ruotian Ma
Ruotian Ma has 2 papers in our library, in 2020–2022, most of them on Named entity recognition; often with Linyang Li, Qi Zhang, Qipeng Guo.
OpenAlex · h-index 12 · 28 works · 1,599 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 403 times in our library · ⭐ Paper Stars ranking: #2179
Affiliations
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Named entity recognition · 1 work
Works by year
2020s
20221 paperTemplate-free Prompt Tuning for Few-shot NER20201 paperBERT-ATTACK: Adversarial Attack Against BERT Using BERT
Papers
- BERT-ATTACK: Adversarial Attack Against BERT Using BERT (2020 · 841 citations)
Generating adversarial examples for text is harder than for images. Language is discrete, so gradient tricks do not transfer directly. Earlier attacks also relied on hand-built rules, such as synonym lists, POS checks and embedding similarity, which often harm fluency or meaning. Li et al. propose BERT-Attack, a… - 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.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL)
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2020
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2022
Cited by
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