--- title: "Timothy Dozat — papers and cards" description: "Timothy Dozat: 4 paper cards in the Research library (2013–2017), with what each paper is about, the ideas Mova took from it, and the co-authors." canonical: "https://research.elamur.ai/free/en/authors/timothy-dozat/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/timothy-dozat/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Timothy Dozat # Timothy Dozat 4 paper cards in the Research library · 2013–2017 Timothy Dozat wrote 4 of the papers Mova reads, in 2013–2017, most of them on [Dependency parsing](https://md.research.elamur.ai/free/en/topics/dependency-parsing/), [Part-of-speech tagging](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/); often with [Christopher D. Manning](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/), [Marie-Catherine de Marneffe](https://md.research.elamur.ai/free/en/authors/marie-catherine-de-marneffe/), [Natalia Silveira](https://md.research.elamur.ai/free/en/authors/natalia-silveira/). [OpenAlex](https://openalex.org/A5046428118) · [**h-index 13**](https://openalex.org/authors/A5046428118) · [4085 citations](https://openalex.org/authors/A5046428118) · [33 works](https://openalex.org/works?filter=author.id:A5046428118) — openalex-snapshot, 2026-10-14 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.research.elamur.ai/free/en/topics/dependency-parsing/) 2 · [Part-of-speech tagging](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) 1 ## Papers 1. **[Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task](https://md.research.elamur.ai/free/en/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.research.elamur.ai/free/en/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.research.elamur.ai/free/en/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.research.elamur.ai/free/en/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.research.elamur.ai/free/en/authors/christopher-d-manning/) ×4 - [Marie-Catherine de Marneffe](https://md.research.elamur.ai/free/en/authors/marie-catherine-de-marneffe/) ×2 - [Natalia Silveira](https://md.research.elamur.ai/free/en/authors/natalia-silveira/) ×2 - [Filip Ginter](https://md.research.elamur.ai/free/en/authors/filip-ginter/) - [Joakim Nivre](https://md.research.elamur.ai/free/en/authors/joakim-nivre/) - [Katri Haverinen](https://md.research.elamur.ai/free/en/authors/katri-haverinen/) - Miriam Connor - [Peng Qi](https://md.research.elamur.ai/free/en/authors/peng-qi/) - [Samuel R. Bowman](https://md.research.elamur.ai/free/en/authors/samuel-r-bowman/) ## More papers in the library (1) Pages of the Research library: our summary, the ideas, references and who cites each. - [FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation](https://md.research.elamur.ai/free/en/papers/riley-2023-frmt-benchmark-few-shot-region/) — Parker Riley, Timothy Dozat, Jan A. Botha, et al. · 2023