Implicit Discourse Relation Classification

3 papers with code • 0 benchmarks • 0 datasets

Parsing a text into a set of discourse relations between two adjacent or non-adjacent discourse units in the absence of explicit connectives, such as 'but' or 'however', and classifying those relations. (Source: Adapted from https://www.cs.brandeis.edu/~clp/conll15st/intro.html)

Datasets


Greatest papers with code

A Latent Variable Recurrent Neural Network for Discourse Relation Language Models

jiyfeng/drlm 7 Mar 2016

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 General Classification +2

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

HKUST-KnowComp/BMGF-RoBERTa 27 Apr 2020

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.

Discourse Parsing General Classification +2

Zero-shot transfer for implicit discourse relation classification

MurathanKurfali/multilingual_IDRC 30 Jul 2019

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

General Classification Implicit Discourse Relation Classification +1