Jiaxun Cai
Jiaxun Cai has 2 papers in our library, in 2018–2021, most of them on Dependency parsing, Semantic role labeling, Syntax & grammar formalisms; often with Hai Zhao, Shexia He, Zuchao Li.
OpenAlex · h-index 7 · 8 works · 289 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 67 times in our library · ⭐ Paper Stars ranking: #4748
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 4Research subjects and languages the work is about.Dependency parsing · 1 workEnglish · 1 workSemantic role labeling · 1 workSyntax & grammar formalisms · 1 work
Works by year
2020s
2010s
Papers
- Seq2seq Dependency Parsing (2018 · 153 citations)
Earlier seq2seq dependency parsers did not output trees directly. They generated sequences of transition actions, so a transition algorithm was still needed to build the final structure. Li et al. remove this dependence. Their encoder–decoder model has a BiLSTM encoder and an LSTM decoder with attention. For every… - Syntax Role for Neural Semantic Role Labeling (2021 · 29 citations)
Early neural SRL systems matched or beat syntax-heavy models without any parse input, so it became unclear whether syntax still matters for semantic role labeling.
Co-authors here
Venues
- Computational Linguistics: Computational Linguistics 2021
- International Conference on Computational Linguistics (COLING): COLING 2018
Cited by
Updated
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