NEW UNIVERSAL LABELING STRATEGY FOR MEANING REPRESENTATION IN NLPMonte-Serrat, D.Ruiz, E.Cattani, C.Advanced Mathematical Models & Applications
NLP tasks differ in the semantic information they require, and at this time no single semantic representation fulfills all requirements. Logic-based representations characterize sentence structure, but do not capture the graded aspect of meaning. Distributional models give graded similarity ratings for ...
Modern natural language processing (NLP) systems are based on neural networks that learn concept representation directly from data. In such systems, concepts are represented by real number vectors, with the background idea that mapping words into vectors should take into account the context of their...
The article deals with the Extended Qualia Structure and predicative representation implemented in the semantic layer of the PAROLE/SIMPLE/CLIPS lexicon, an Italian lexical resource for computational applications, mainly based on Genera... U Marisa,B Igor,G Elisabetta,... - 《Literary & Linguistic ...
The contributions of this thesis manifest the potential of knowledge graphs as a cross-domain and cross-language representation of text and its meaning for NLP and IR tasks. These contributions have been published in several international conferences and journals. 展开 ...
was initially given as input in the experiment. This suggests that the entire neural representation of an object became activated based on partial stimulation in the form of only few features. This finding provides neuroimaging evidence on semantic pattern completion whereby limited information in the ...
We propose a novel, Abstract Meaning Representation-based approach to identi- fying molecular events/interactions in bio- medical text. Our key contributions are: (1) an empirical validation of our hypoth- esis that an event is a subgraph of the AMR graph, (2) a neural network-based model ...
the communication process when our mental representation is focused on the potential recipients in nature or at other humans.After all, the challenge of our time is to find ways to "talk" to the stones! If what NLP has developed about the communication between human beings is extended to the...
DisCoCirc fulfils another major aim of providing an NLP model that can be implemented on near-term quantum computers. In this paper we describe a software pipeline that converts English text to its DisCoCirc representation. The pipeline achieves coverage over a large fragment of the English langu...
The Representation of Polysemous Words Words that have a number of related senses are polysemous. For example, paper refers to both a substance and a publication printed on that substance. Five ... DE Klein,Gregory L. Murphy f - 《Journal of Memory & Language》 被引量: 373发表: 2001...