Ivan Titov
Ivan Titov wrote 2 of the papers Mova reads, in 2017–2021, most of them on Dependency parsing, Semantic role labeling, Part-of-speech tagging; often with Anton Frolov, Diego Marcheggiani, Shay B. Cohen.
OpenAlex · ORCID · h-index 43 · 14399 citations · 188 works — openalex-snapshot, 2026-10-14
Topics: Dependency parsing 1 · Semantic role labeling 1 · Part-of-speech tagging 1
Papers
- A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples (2021)
The paper attacks two English dependency parsers, a biaffine graph parser and a stack-pointer parser, by substituting words. - A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling (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
- Ting Liu
- Wanxiang Che
- Yuxuan Wang
- Zhilin Lei