--- title: "Jiaxun Cai — author profile and papers · Dependency parsing" description: "Jiaxun Cai, Shanghai Jiao Tong University: 2 papers on Elamur Research (2018–2021), h-index 7 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/jiaxun-cai/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiaxun-cai/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jiaxun Cai # Jiaxun Cai Jiaxun Cai has 2 papers in our library, in 2018–2021, most of them on [Dependency parsing](https://md.research.elamur.ai/free/en/topics/dependency-parsing/), [Semantic role labeling](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/), [Syntax & grammar formalisms](https://md.research.elamur.ai/free/en/topics/syntax-grammar/); often with [Hai Zhao](https://md.research.elamur.ai/free/en/authors/hai-zhao/), [Shexia He](https://md.research.elamur.ai/free/en/authors/shexia-he/), [Zuchao Li](https://md.research.elamur.ai/free/en/authors/zuchao-li/). 2 papers in our library · 2018–2021 [OpenAlex](https://openalex.org/A5049869725) · [**h-index 7**](https://openalex.org/authors/A5049869725) · [8 works](https://openalex.org/works?filter=author.id:A5049869725) · [289 citations](https://openalex.org/works?filter=author.id:A5049869725&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jiaxun-cai/#papers) · [🔗 Cited 67 times in our library](https://md.research.elamur.ai/free/en/authors/jiaxun-cai/cited-by/) · [⭐ Paper Stars ranking: #4747](https://md.research.elamur.ai/free/en/paper-stars/page/48/#star-4747) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Jiaxun+Cai) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jiaxun+Cai) · [dblp](https://dblp.org/search?q=Jiaxun+Cai) · [ACL Anthology](https://aclanthology.org/search/?q=Jiaxun+Cai) ## Affiliations [🎓**Shanghai Jiao Tong University** Shanghai · China 2018–2021 · 9 papers*current*](https://md.research.elamur.ai/free/en/universities/shanghai-jiao-tong-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 4 Research subjects and languages the work is about.[Dependency parsing · 1 work](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Semantic role labeling · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Syntax & grammar formalisms · 1 work](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) ## Works by year ### 2020s [**2021** 1 paper Jiaxun Cai's papers of 2021](https://md.research.elamur.ai/free/en/papers/li-2021-syntax-role-neural-semantic-role/) ### 2010s [**2018** 1 paper Jiaxun Cai's papers of 2018](https://md.research.elamur.ai/free/en/papers/li-2018-seq2seq-dependency-parsing/) ## Papers The most cited first (OpenAlex and our library). 1. **[Seq2seq Dependency Parsing](https://md.research.elamur.ai/free/en/papers/li-2018-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… 2. **[Syntax Role for Neural Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/li-2021-syntax-role-neural-semantic-role/)** *(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 3 co-authors with a page, the most papers together first. - [Hai Zhao](https://md.research.elamur.ai/free/en/authors/hai-zhao/) ×2 - [Shexia He](https://md.research.elamur.ai/free/en/authors/shexia-he/) ×2 - [Zuchao Li](https://md.research.elamur.ai/free/en/authors/zuchao-li/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/): [Computational Linguistics 2021](https://md.research.elamur.ai/free/en/venues/cl/2021/) - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2018](https://md.research.elamur.ai/free/en/venues/coling/2018/) ## Cited by Papers of our library cite their works 67 times (of the 141,840 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jiaxun-cai/cited-by/). Updated 24 October 2026