We propose an extractive summarization system with a novel non-generative probabilistic framework for speech summarization. One of the most under-utilized features in extractive summarization is rhetorical information -semantically cohesive units that are hidden in spoken documents. We propose Rhetorical-State Hidden Markov Models (RSHMMs) to automatically decode this underlying structure in sp...

Citations in scientific writing fulfil an important role in creating relationships among mutually relevant articles within a research field. These inter-article relationships reinforce the argumentation structure intrinsic to all scientific writing. Therefore, determining the nature of the exact relationship between a citing and cited paper requires an understanding of the rhetorical relations ...

It is evident that although George Herbert’s context was a different social and political world to today, some of his practise and theology still has meaning and can bring challenge to its reader, especially the practitioners of Anglican ministry. Herbert’s comprehensive spirituality embracing all of life, his view of scripture married with his practise of prayer and liturgy, and his emphasis o...

Abstract Rhetorical structure is helpful in improving how the writers maintain cohesion in their writings. This study examines how the Iraqi writers maintain cohesion in the text by analyzing the various rhetorical moves in Azzaman, an online Iraqi newspaper. To this purpose, twelve opinion articles from Azzaman Iraqi newspaper, published from January 2013 to June 2013 were analyzed. The findin...

Our paper describes the Rhetorical Figure Ontology Project, a multidisciplinary research project that is presently working towards the development of a comprehensive database of rhetorical figures, an associated wiki, and, ultimately, an ontology of rhetorical figures. The database and wiki project provide the dataset and space for the conceptual development, respectively, to create an ontology...

In this paper we describe DISCUSS, a dialogue move taxonomy layered over semantic representations. We designed this scheme to enable development of computational models of tutorial dialogues and to provide an intermediate representation suitable for question and tutorial act generation. As such, DISCUSS captures semantic and pragmatic elements across four dimensions: Dialogue Act, Rhetorical Fo...

SciPo is a system whose ultimate goal is to support novice writers in producing academic texts in Brazilian Portuguese through presentation of critiques and suggestions. Currently, it focuses on the rhetorical structure of texts, being capable of automatically detecting and criticizing the rhetorical structure of Abstract sections. We describe a system that enhances SciPo’s functionality by eva...

The availability of huge amounts of online opinions has created a new need to develop effective query-based opinion summarizers to analyze this information in order to facilitate decision making at every level. To develop an effective opinion summarization approach, we have targeted to resolve specifically Question Irrelevancy and Discourse Incoherency problems which have been found to be the m...

An important factor of argument mining in dialog or multilog data is the framing with which interlocutors put forth their arguments. By using rhetorical devices such as hedging or reference to the Common Ground, speakers relate themselves to their interlocutors, their arguments, and the ongoing discourse. Capitalizing on theoretical linguistic insights into the semantics and pragmatics of disco...