Search Results for author: Alexander Chernyavskiy

Found 2 papers, 0 papers with code

Correcting Texts Generated by Transformers using Discourse Features and Web Mining

no code implementations RANLP 2021 Alexander Chernyavskiy, Dmitry Ilvovsky, Boris Galitsky

We address both of these flaws: they are independent but can be combined to generate original texts that will be both consistent and truthful.

DSNDM: Deep Siamese Neural Discourse Model with Attention for Text Pairs Categorization and Ranking

no code implementations EMNLP (CODI) 2020 Alexander Chernyavskiy, Dmitry Ilvovsky

To this end, the neural TreeLSTM model is modified to effectively encode discourse trees and DSNDM model based on it is suggested to analyze pairs of texts.

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