Social scientists have become increasingly interested in how narratives -- the stories in fiction, politics, and life -- shape beliefs, behavior, and government policies. This paper provides a novel, unsupervised method to quantify latent narrative structures in text, d...

JaTeCS is an open source Java library focused on Automatic Text Categorization (ATC). It covers all the steps of an experimental activity, from reading the corpus to the evaluation of the experimental results. JaTeCS focuses on text as the central input, and its code is...

The transmission of text in poetic form is a quasi-universal aspect in the oral tradition of every culture. The study of the poetic features of text, especially their rhythmic structure when forming verses, pertains to the different traditions, whose scholars establishe...

This repository contains reusable Machine Translation (MT) by the MasakhaneNLP Community. MASAKHANE is an research effort for NLP for African languages that is OPEN SOURCE, CONTINENT-WIDE, DISTRIBUTED and ONLINE. This repository houses the models for Machine Translatio...

Large corpora are ubiquitous in today’s world and memory quickly becomes the limiting factor in practical applications of the Vector Space Model (VSM). In this paper, we identify a gap in existing implementations of many of the popular algorithms, which is their scalabi...

Named entity recognition (NER) plays a significant role in many applications such as information extraction, information retrieval, question answering, and even machine translation. Most of the work on NER using deep learning was done for non-Arabic languages like Engli...

Conversational models have witnessed a significant research interest in the last few years with the advancements in sequence generation models. A challenging aspect in developing human-like conversational models is enabling the sense of empathy in bots, making them infe...

In recent years there has been a significant increase in the amount of disclosed cybersecurity vulnerabilities resulting in lengthy analysis delays, allowing for cyber-attacks to exploit these vulnerabilities before pertinent data can be published to inform cybersecurit...