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Implicit Discourse Relation Classification

3 papers with code · Natural Language Processing

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A Latent Variable Recurrent Neural Network for Discourse Relation Language Models

7 Mar 2016jiyfeng/drlm

This paper presents a novel latent variable recurrent neural network architecture for jointly modeling sequences of words and (possibly latent) discourse relations between adjacent sentences.

DIALOG ACT CLASSIFICATION IMPLICIT DISCOURSE RELATION CLASSIFICATION LANGUAGE MODELLING

Zero-shot transfer for implicit discourse relation classification

30 Jul 2019MurathanKurfali/multilingual_IDRC

Automatically classifying the relation between sentences in a discourse is a challenging task, in particular when there is no overt expression of the relation.

IMPLICIT DISCOURSE RELATION CLASSIFICATION TRANSFER LEARNING

On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification

27 Apr 2020HKUST-KnowComp/BMGF-RoBERTa

Implicit discourse relation classification is one of the most difficult parts in shallow discourse parsing as the relation prediction without explicit connectives requires the language understanding at both the text span level and the sentence level.

IMPLICIT DISCOURSE RELATION CLASSIFICATION REPRESENTATION LEARNING