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Emilio Matricciani
We propose that short-term memory (STM), when processing a sentence, uses two independent units in series. The clues for conjecturing this model emerge from studying many novels from Italian and English Literature. This simple model, referring to the sur...
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Emilio Matricciani
We studied two fundamental linguistic channels?the sentences and the interpunctions channels?and showed they can reveal deeper connections between texts. The applied theory does not follow the actual paradigm of linguistic studies. As a study case, we co...
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Emilio Matricciani
In the first part of the article, we recall our general theory of linguistic channels?based on regression lines between deep language parameters?and study their capacity and interdependence. In the second part, we apply the theory to novels written by Ch...
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Zohreh Madhoushi, Abdul Razak Hamdan and Suhaila Zainudin
Advancements in text representation have produced many deep language models (LMs), such as Word2Vec and recurrent-based LMs. However, there are scarce works that focus on detecting implicit sentiments with a small amount of labelled data because there ar...
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Emilio Matricciani
The purpose of the paper is to extend the general theory of translation to texts written in the same language and show some possible applications. The main result shows that the mutual mathematical relationships of texts in a language have been saved or ...
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André Ferreira Cruz, Gil Rocha and Henrique Lopes Cardoso
The task of coreference resolution has attracted considerable attention in the literature due to its importance in deep language understanding and its potential as a subtask in a variety of complex natural language processing problems. In this study, we ...
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