Nikita Kitaev

Nikita Kitaev's personal website

nikitakit (Nikita Kitaev) · GitHub

Nikitakit has 42 repositories available. Follow their code on GitHub.

Learned Incremental Representations for Parsing - ACL Anthology

We present an incremental syntactic representation that consists of assigning a single discrete label to each word in a sentence, where the label is predicted using strictly incremental processing of a prefix of the sentence, and the…

GitHub - nikitakit/self-attentive-parser: High-accuracy NLP…

High-accuracy NLP parser with models for 11 languages. - nikitakit/self-attentive-parser

Constituency Parsing with a Self-Attentive Encoder - ACL…

Our parser achieves new state-of-the-art results for single models trained on the Penn Treebank: 93.55 F1 without the use of any external data, and 95.13 F1 when using pre-trained word representations.

GitHub - nikitakit/tetra-tagging: Tetra-Tagging: Word…

Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference - nikitakit/tetra-tagging

Syntactic parsing (computational linguistics) - Wikipedia

Syntactic parsing is the automatic analysis of syntactic structure of natural language, especially syntactic relations (in dependency grammar) and labelling spans of constituents (in constituency grammar). [1 ] It is motivated by the…
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