--- title: "Ivan Titov — papers and cards" description: "Ivan Titov: 2 paper cards in the Research library (2017–2021), with what each paper is about, the ideas Mova took from it, and the co-authors." canonical: "https://research.elamur.ai/free/en/authors/ivan-titov/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/ivan-titov/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Ivan Titov # Ivan Titov 2 paper cards in the Research library · 2017–2021 Ivan Titov wrote 2 of the papers Mova reads, in 2017–2021, 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/), [Part-of-speech tagging](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/); often with Anton Frolov, Diego Marcheggiani, [Shay B. Cohen](https://md.research.elamur.ai/free/en/authors/shay-b-cohen/). [OpenAlex](https://openalex.org/A5086717154) · [ORCID](https://orcid.org/0000-0002-2583-1893) · [**h-index 43**](https://openalex.org/authors/A5086717154) · [14399 citations](https://openalex.org/authors/A5086717154) · [188 works](https://openalex.org/works?filter=author.id:A5086717154) — 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=Ivan+Titov) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Ivan+Titov) · [dblp](https://dblp.org/search?q=Ivan+Titov) · [ACL Anthology](https://aclanthology.org/search/?q=Ivan+Titov) · [ORCID](https://orcid.org/orcid-search/search?searchQuery=Ivan+Titov) Topics: [Dependency parsing](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) 1 · [Semantic role labeling](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) 1 · [Part-of-speech tagging](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) 1 ## Papers 1. **[A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples](https://md.research.elamur.ai/free/en/papers/findings-2021-wang-closer-look-into-robustness-neural/)** *(2021)* The paper attacks two English dependency parsers, a biaffine graph parser and a stack-pointer parser, by substituting words. 2. **[A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/marcheggiani-2017-simple-accurate-syntax-agnostic-neural/)** *(2017)* The model labels dependency-based roles without any syntactic input, or with predicted POS tags only. A bidirectional LSTM encodes the sentence; for each predicate the sentence is encoded again with a binary flag on the predicate token, and the role of each candidate word is predicted from the states of the two… ## Co-authors (7) - Anton Frolov - Diego Marcheggiani - [Shay B. Cohen](https://md.research.elamur.ai/free/en/authors/shay-b-cohen/) - Ting Liu - [Wanxiang Che](https://md.research.elamur.ai/free/en/authors/wanxiang-che/) - Yuxuan Wang - Zhilin Lei ## More papers in the library (8) Pages of the Research library: our summary, the ideas, references and who cites each. - [Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/dankers-2022-can-transformer-be-too-compositional/) — Verna Dankers, Christopher Lucas, Ivan Titov · 2022 - [Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation](https://md.research.elamur.ai/free/en/papers/zhang-2020-improving-massively-multilingual-neural-machine/) — Biao Zhang, Philip Williams, Ivan Titov, et al. · 2020 - [Information-Theoretic Probing with Minimum Description Length](https://md.research.elamur.ai/free/en/papers/voita-2020-information-theoretic-probing-minimum-description/) — Elena Voita, Ivan Titov · 2020 - [Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned](https://md.research.elamur.ai/free/en/papers/voita-2019-analyzing-multi-head-self-attention/) — Elena Voita, David Talbot, Fedor Moiseev, et al. · 2019 - [When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion](https://md.research.elamur.ai/free/en/papers/voita-2019-when-good-translation-is-wrong/) — Elena Voita, Rico Sennrich, Ivan Titov · 2019 - [Context-Aware Neural Machine Translation Learns Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/voita-2018-context-aware-neural-machine-translation/) — Elena Voita, Pavel Serdyukov, Rico Sennrich, et al. · 2018 - [Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/marcheggiani-2017-encoding-sentences-graph-convolutional-networks/) — Diego Marcheggiani, Ivan Titov · 2017 - [Graph Convolutional Encoders for Syntax-aware Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/bastings-2017-graph-convolutional-encoders-syntax-aware/) — Jasmijn Bastings, Ivan Titov, Wilker Aziz, et al. · 2017