Titlebook: Computational Linguistics and Intelligent Text Processing; 19th International C Alexander Gelbukh Conference proceedings 2023 Springer Natu

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Sparse Word Representation for RNN Language Models on CellphonesRecurrent neural network (RNN) language models are the state-of-the-art language models, but they are notorious for their large size and computation cost. A main source of parameters and computation of RNN language models is embedding matrices. In this paper, we propose a sparse representation-based

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Predicting Email Opens with Domain-Sensitive Affect Detectionuage processing. We demonstrate the advantages of incorporating domain information for affect analysis, and subsequently for the prediction of user responses to marketing emails. Emails are a primary form of marketing communication, and email subject lines are the only indicators of whether the rece

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Detection of Suicidal Intentions of Tunisians via Facebookdetection of suicidal intentions of Tunisians through Facebook. Indeed, among our major contributions we can cite: First, the usage of the Facebook social network due to its popularity in Tunisia required the development of a Facebook application to extract data, we also added some components to ach

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Relationships and Sentiment Analysis of Fictional or Real Characterslly annotated corpus, the Romanian version of the novel . by Henryk Sinkiewicz. The NodeXL program can draw graphs of character relationships, to analyse relationships both in the fictional and the real-world. In this research, we describe how we have refined our tool, which becomes both a detector

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