Discourse Parser
Related Papers
A Novel Discriminative Framework for Sentence-Level Discourse Analysis
We propose a complete probabilistic discrim- inative framework for performing sentence- level discourse analysis. Our framework com- prises a discourse segmenter, based on a bi- nary classifier, and a discourse …...
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis
We propose a novel approach for develop- ing a two-stage document-level discourse parser. Our parser builds a discourse tree by applying an optimal parsing algorithm to probabilities inferred from two …...
Discriminative Reranking of Discourse Parses Using Tree Kernels
In this paper, we present a discrimina- tive approach for reranking discourse trees generated by an existing probabilistic dis- course parser. The reranker relies on tree kernels (TKs) to capture …...
Discourse parsing for multi-party chat dialogues
toIn this paper we present the first ever, the best of our knowledge, dis- course parser for multi-party chat dia- logues. Discourse in multi-party dia- logues dramatically differs from mono- …...
Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse Connectives
Discourse relation classification is an im- portant component for automatic discourse parsing and natural language understanding. The performance bottleneck of a discourse parser comes from implicit discourse rela- tions, whose …...
COMMIT at SemEval-2016 Task 5: Sentiment Analysis with Rhetorical Structure Theory
This paper reports our submission to the Aspect-Based Sentiment Analysis task of Se- mEval 2016. It covers the prediction of sen- timent for a given set of aspects (e.g., sub- …...
Integer Linear Programming for Discourse Parsing
In this paper we present the first, to the best of our knowledge, discourse parser that is able to predict non-tree DAG structures. We use Integer Linear Programming (ILP) to …...
Neural Discourse Structure for Text Categorization
AbstractWe show that discourse structure, as defined by Rhetorical Structure Theory and provided by an existing discourse parser, benefits text categorization. Our approach uses a recursive neural network and a …...
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing
AbstractWe propose an efficient neural framework for sentence-level discourse analysis in accordance with Rhetorical Structure Theory (RST). Our framework comprises a discourse segmenter to identify the elementary discourse units (EDU) …...
Graph-based Argument Quality Assessment
AbstractThe paper presents a novel discourse-based approach to argument quality assessment defined as a graph classification task, where the depth of reasoning (argumentation) is evident from the number and type …...
Inducing Discourse Marker Inventories from Lexical Knowledge Graphs
AbstractDiscourse marker inventories are important tools for the development of both discourse parsers and corpora with discourse annotations. In this paper we explore the potential of massively multilingual lexical knowledge …...