[PDF] Top 20 Towards Generating Text from Discourse Representation Structures

... The predicates (the one-place relations) found in a DRS correspond to concepts of an hierarchical on- tology. Time expressions and numerals have canon- ical representations in SemBank. The representation for noun ... See full document

... generation from non anonymised meaning representations?) while the second (Dual Anonymised) is tested on anonymised data (does the adjunction of non anonymised training data help improve generation from ... See full document

... free text, by generating ar- tificial question-answer pairs from discourse ...of discourse: a shallow sequen- tial representation, and a deep one based on Rhetorical Structure ... See full document

... Representation Structures and Minimal Recursion Semantics (MRS) can both be mapped to FOL and run on FOL theorem provers (Kamp and Reyle, 1993; Copestake et ...tributional representation in a neural ... See full document

... departs from previous general- purpose semantic parsers (Flanigan et ...course Representation Tree Structures (DRTSs) which are DRSs rendered in a tree-style format (Liu et ...1b). Discourse ... See full document

... Some text classification and regression tasks need to consider discourse structure of text in addition to dependency relations and predicate- argument ...where discourse structure ... See full document

... of generating logical forms since the model does not have to predict deeply nested structures, their variables, and pred- icates all at ...similar structures can be effectively used in the first ... See full document

... for text generation with la- tent ...multi-level structures to learn a VAE model for generating long, and coher- ent ...by generating intermediate sentence representations as high- level plan ... See full document

... derived discourse representation structures in con- junction with general and domain-specific entity ...collected from the training corpus, the system statistically learns template rep- ... See full document

... varies from 30 words to 1284 ...taken from Penn Treebank, which was used as the input of the discourse ...22 discourse relations (list, se- quence, condition, otherwise, hypothetical, an- ... See full document

... Traditional information extraction methodologies tend to extract a predefined relation between named entities annotated in a different process. While this method might be useful and accurate for smaller data with limited ... See full document

... encing, SDRT’s Glue Logic carries over all inter- pretations possible within its constraints as a set. MDC ranks contending inferences, allowing less preferred inferences to be discarded, and the result of this process ... See full document

... Abstract: Silicon nanomembrane technologies (NPN, pnc-Si, and others) have been used commercially as electron microscopy (EM) substrates, and as filters with nanometer-resolution size cut-offs. Combined with EM, these ... See full document

... and from this it is possible to extrapolate further immanent grounds for a critical-transformational intercultural ...follows from this” (in Critchley, 1999, ...particular discourse or set of ... See full document

... 2006; Giordani and Moschitti, 2012). Most of the early proposed systems are hand-crafted to a spe- cific database (Warren and Pereira, 1982; Woods, 1986; Hendrix et al., 1978), making it challeng- ing to accommodate ... See full document

... Partial Orderings and Aktionsarten in Discourse Representation Theory Partial Orderings and Aktionsarten in Discourse Representation Theory lOtrt E B E R L E Institut for Maschinelle Spraehverarbeitun[.] ... See full document

... system which used the statistical machine transla- tion framework. It was trained on the WebNLG dataset using the Moses toolkit (Koehn et al., 2007). The dataset was pre-processed whereby each entity in the input and ... See full document

... ILP program is used to extract from DBPedia, sub- trees that maximise bigram probability. In effect, the extracted DBPedia trees are coherent entity de- scriptions in that the property bigram they contain often ... See full document

... The third semantic field, “opportunities and strengths”, in third position in this type of discourse, is directed toward unveiling the existing job opportunities and possibilities and the way unemployed people can ... See full document

... SDRT hsher, 1993 is in a good position to be integrated with a theory of cognitive states, because it uses the same basic structures discourse representation structures or DRSs that have[r] ... See full document