[PDF] Top 20 Training Data Enrichment for Infrequent Discourse Relations
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Training Data Enrichment for Infrequent Discourse Relations
... Recent discourse parsers have improved the overall performance of discourse parsing in different ...document-level discourse parser CODRA, which builds a discourse tree by applying an optimal ... See full document
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SoNLP DP System for ConLL 2016 Chinese Shallow Discourse Parsing
... Penn Discourse TreeBank (PDTB) (Prasad et ...PDTB-styled discourse parser into a few components, including a connective classi- fier, an argument labeler, an explicit sense classi- fier, and a non-explicit ... See full document
7
Improving Implicit Discourse Relation Recognition with Discourse specific Word Embeddings
... learn discourse- specific word embeddings (DSWE) from explicit data for implicit discourse relation ...the discourse connective and ...some discourse clues. We expect to encode these ... See full document
6
Catching the Common Cause: Extraction and Annotation of Causal Relations and their Participants
... explicit discourse connectives from the PDTB (Prasad et al., 2008) as seed data and identify alternative lexicalizations for causal discourse ...explicit discourse relations without ... See full document
10
A discourse based approach for Arabic question answering
... RST Discourse Treebank. This Treebank was manually annotated with discourse relations. Verberne (2007) shifted the “why” QA task towards paragraph retrieval rather than a textual span. The last ... See full document
19
Measuring the Strength of Linguistic Cues for Discourse Relations
... of relations can range from blind and coarse-grain properties of the propositional arguments ...the discourse cues in a given ...implicit discourse relations by only looking at the most ... See full document
10
Machine Comprehension with Discourse Relations
... course relations in related applications such as question answering (Jansen et ...off-the-shelf discourse analyzers, us- ing them as features for target ...the discourse parser based on the require- ... See full document
10
An Unsupervised Approach to Recognizing Discourse Relations
... In order to collect training cases, we mined in an unsupervised manner two corpora. The first corpus, which we call Raw, is a corpus of 1 billion words of unannotated English (41,147,805 sentences) that we created ... See full document
8
A Semi Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension
... of discourse relations in RSTDT and PDTB is not uniform, it is possi- ble to study the performance of the proposed method when all relations are made equally ...artificially-created training ... See full document
11
Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings
... of relations and level 3 for ...the relations Compari- son, Contingency, Expansion and Temporal), the muti-class classification setting for the first level ...own training, development and test ... See full document
7
PDTB style Discourse Annotation of Chinese Text
... a discourse annotation scheme for Chinese that adopts the lexically ground ap- proach of the PDTB while making systematic adap- tations motivated by characteristics of Chinese ...to discourse annota- tion: ... See full document
9
Discourse Planning with an N gram Model of Relations
... on discourse relation disambiguation have observed that the se- quence of discourse relations itself, independently of content, helps in disambiguating adjacent re- lations (Wellner et ...Sequential ... See full document
5
Modelling Discourse Relations for Arabic
... have discourse usage and agreement for re- lations and argument assignment was measured on ...17 relations was low with ...fine-grained relations and ...jor relations E XPANSION , C ONTINGENCY ... See full document
12
Exploiting Discourse Relations for Sentiment Analysis
... Chinese discourse parsing has just begun, and there isn’t a gold standard for Chinese discourse relation annotation in previous ...Chinese discourse relation hierarchy, as shown in Table ...the ... See full document
10
The Overall Markedness of Discourse Relations
... Continuity hypothesis has been linked with cog- nitive difficulties in discourse processing in previ- ous studies (Segal et al., 1991; Murray, 1997). The markedness measure can also be linked to process- ing ... See full document
6
Integer Linear Programming for Discourse Parsing
... the discourse structure of mono- logue text, multi-party chat dialogues exhibit cross- ing ...learning discourse structure (Afan- tenos et ...a discourse either, as Asher and Lascarides (2003) argue ... See full document
11
Automatic Mapping of French Discourse Connectives to PDTB Discourse Relations
... Discourse connectives (DCs) (e.g. because, al- though) are terms that explicitly signal discourse relations within a text. Building a lexicon of DCs, where each connective is mapped to the ... See full document
6
On the role of discourse relations in persuasive texts
... that discourse connec- tives are often indicative of certain argument com- ...trastive discourse connectives can be used to iden- tify the central points of conflict in an argument, based on the selection ... See full document
11
Towards the Unsupervised Acquisition of Discourse Relations
... This work was supported by a fellowship within the Postdoc program of the German Academic Ex- change Service (DAAD). Initial experiments were conducted at the Collaborative Research Center (SFB) 632 “Information ... See full document
5
Four keys to Chilean culture : authoritarianism, legalism, fatalism and compadrazgo
... Paternalistic authoritarianism in social relations III.. Legalism and double discourse IV.[r] ... See full document
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