[PDF] Top 20 A Joint Model of Rhetorical Discourse Structure and Summarization

... for discourse parsing. Because discourse nuclearity structures are closely linked to other document- labeling tasks — such as summarization and senti- ment analysis — it is in principle possible to ... See full document

... the model and only words assigned to that topic can participate in the prediction of the senti- ment rating for the ...simplistic model is the presence of opin- ions about an item in general without ... See full document

... vine-growth model of Daum´e, 2006) use a two-stage architecture, either by first extracting a certain num- ber of salient sentences and then feeding them into a sentence compressor, or by first compressing all ... See full document

... inspired discourse (Crook, Granell, and Pulman 2009; Ritter, Cherry, and Dolan 2010; Joty, Carenini, and Lin 2011) detection without supervision or with weak ...infers discourse and topics on microblog ... See full document

... article summarization was first studied by (Teufel and Moens, 2002) in which they trained a supervised Naive Bayes classifier to select informative content for the ...for summarization, relying solely on ... See full document

... automatic discourse segmentation and sentence-level discourse parsing have attained accuracies close to human perfor- mance (Fisher and Roark, 2007; Joty et ...2012), discourse parsing at the ... See full document

... different discourse proximity scores for computing the rel- evance between a discourse query and a document it is not obvious as to the optimal combination of those discourse proximity scores that ... See full document

... of discourse parsers (Feng and Hirst, 2014; Joty et ...mining, summarization, ques- tion answering, or machine translation evaluation (Benamara et ...in discourse parsing has proven complicated (see ... See full document

... blog summarization; we have only con- sidered the discourse relations that are most useful to this ...main discourse rela- tions listed in the taxonomy of Mann and Thomp- son’s Rhetorical ... See full document

... on summarization, graph models of text have been proposed that do not rely on dis- ...graph structure (Erkan and Radev, 2004; Mihalcea and Tarau, ...the discourse graphs from the Graph Bank (GB) ... See full document

... hierarchical model of a discourse from its basic elements (sentences or clauses), as one would build a parse of a sentence from its words (Ban- galore and Stent, ...2009). Rhetorical Structure ... See full document

... First, candidate sentences fill particular slots in the selected schema based on which rhetorical predicate they convey and whether they fulfil the semantic constraints. This process is performed for each ... See full document

... to model dis- course structure in non-native spontaneous speech to facilitate the automatic assessment of English language ...using Rhetorical Struc- ture Theory and then trained automatic ... See full document

... Abstract: in this paper , the author proposes a series of multilevel double hash- ing schemes called cascade hash tables . they use several levels of hash tables . in each table , we use the common double hashing scheme ... See full document

... We identify domains of referential accessibility for each discourse unit over discourse structure trees such as those defined in Rhetorical Structure Theory RST ; Mann and Thompson 1987 [r] ... See full document

... The discourse trees are then modified such that every leaf node only contains the aspect ...aspect-based discourse tree (ADT) for every review ...Aggregated Rhetorical Re- lation Graph (ARRG) ... See full document

... For news texts in Brazilian Portuguese, the state of the art consists in two different summarization approaches of Castro Jorge and Pardo (2010) and Ribaldo (2013). Based on deep knowledge, Castro Jorge and Pardo ... See full document

... The contemporary research on sentence segmentation is driven by approaches that depend on the purpose of text segmentation. Approaches include topic identification, reference table, statistics , syntax, and semantics. ... See full document

... improved summarization quality, but they did not consider the rhetorical relations between the textual units of a source ...document summarization method based on the trimming of a discourse ... See full document

... that rhetorical relations play a key role in the semantic representation of multimodal ...contribute discourse units to the logical form of a discourse, and they use rhetorical relations to ... See full document