[Mova](https://md.mova.elamur.ai/free/en/) · [this page in HTML](https://mova.elamur.ai/free/en/docs/papers/authors/timothy-dozat/)

[home](https://md.mova.elamur.ai/free/en/) / [docs](https://md.mova.elamur.ai/free/en/docs/) / [papers](https://md.mova.elamur.ai/free/en/docs/papers/) / [authors](https://md.mova.elamur.ai/free/en/docs/papers/authors/) / Timothy Dozat

# Timothy Dozat

4 paper cards in Mova's library · 2013–2017

Timothy Dozat wrote 4 of the papers Mova reads, in 2013–2017, most of them on [Dependency parsing](https://md.mova.elamur.ai/free/en/docs/papers/topics/dependency-parsing/), [Part-of-speech tagging](https://md.mova.elamur.ai/free/en/docs/papers/topics/part-of-speech-tagging/); often with [Christopher D. Manning](https://md.mova.elamur.ai/free/en/docs/papers/authors/christopher-d-manning/), [Marie-Catherine de Marneffe](https://md.mova.elamur.ai/free/en/docs/papers/authors/marie-catherine-de-marneffe/), [Natalia Silveira](https://md.mova.elamur.ai/free/en/docs/papers/authors/natalia-silveira/).

[OpenAlex](https://openalex.org/A5046428118) · [**h-index 15**](https://openalex.org/authors/A5046428118) · [5002 citations](https://openalex.org/authors/A5046428118) · [35 works](https://openalex.org/works?filter=author.id:A5046428118) — openalex, 2026-10-18

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=Timothy+Dozat) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Timothy+Dozat) · [dblp](https://dblp.org/search?q=Timothy+Dozat) · [ACL Anthology](https://aclanthology.org/search/?q=Timothy+Dozat) · [ORCID](https://orcid.org/orcid-search/search?searchQuery=Timothy+Dozat)

Topics: [Dependency parsing](https://md.mova.elamur.ai/free/en/docs/papers/topics/dependency-parsing/) 2 · [Part-of-speech tagging](https://md.mova.elamur.ai/free/en/docs/papers/topics/part-of-speech-tagging/) 1

## Papers

1. **[Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task](https://md.mova.elamur.ai/free/en/docs/papers/ud-2017-dozat-stanford-s-graph-based-neural/)** *(2017)* The Stanford system is a biaffine graph parser: a BiLSTM encoder, separate ReLU layers for the head and dependent roles of arcs and labels, and biaffine scorers for arcs and labels.
2. **[Deep Biaffine Attention for Neural Dependency Parsing](https://md.mova.elamur.ai/free/en/docs/papers/missing-2016-dozat-deep-biaffine-attention-neural-dependency/)** *(2016)* The paper builds on the neural graph-based parser of Kiperwasser and Goldberg. It uses a larger and more heavily regularised BiLSTM encoder, passes the top recurrent states through dimension-reducing MLPs, and replaces the MLP attention and the affine label classifier with biaffine ones: one for arc scores over all…
3. **[Universal Stanford dependencies: A cross-linguistic typology](https://md.mova.elamur.ai/free/en/docs/papers/ud-2014-marneffe-universal-stanford-dependencies-cross-linguistic/)** *(2014)* The paper reconstructs the typology behind Stanford Dependencies and proposes a two-layer taxonomy: 42 universal grammatical relations that are broadly attested across languages, with language-specific subtypes added under them.
4. **[More Constructions, More Genres: Extending Stanford Dependencies](https://md.mova.elamur.ai/free/en/docs/papers/bank-2013-marneffe-more-constructions-more-genres-extending/)** *(2013)* The Stanford scheme was built on newswire and gives little analysis to constructions that are rare there but common in web text: tough adjectives, free relatives, comparatives, small clauses, questions, imperatives, fragments and lists.

## Co-authors (9)

- [Christopher D. Manning](https://md.mova.elamur.ai/free/en/docs/papers/authors/christopher-d-manning/) ×4
- [Marie-Catherine de Marneffe](https://md.mova.elamur.ai/free/en/docs/papers/authors/marie-catherine-de-marneffe/) ×2
- [Natalia Silveira](https://md.mova.elamur.ai/free/en/docs/papers/authors/natalia-silveira/) ×2
- [Filip Ginter](https://md.mova.elamur.ai/free/en/docs/papers/authors/filip-ginter/)
- [Joakim Nivre](https://md.mova.elamur.ai/free/en/docs/papers/authors/joakim-nivre/)
- [Katri Haverinen](https://md.mova.elamur.ai/free/en/docs/papers/authors/katri-haverinen/)
- Miriam Connor
- [Peng Qi](https://md.mova.elamur.ai/free/en/docs/papers/authors/peng-qi/)
- [Samuel R. Bowman](https://md.mova.elamur.ai/free/en/docs/papers/authors/samuel-r-bowman/)
- [← previous Timothy Baldwin](https://md.mova.elamur.ai/free/en/docs/papers/authors/timothy-baldwin/)
- [next → Timothy Osborne](https://md.mova.elamur.ai/free/en/docs/papers/authors/timothy-osborne/)
- [↑ back to Authors](https://md.mova.elamur.ai/free/en/docs/papers/authors/)