This paper presents a state-of-the-art approach for sentiment polarity classification. Our
approach relies on an ensemble of Bidirectional Long Short-Term Memory networks …

In this paper, we leverage advances in the Semantic Web area, including data modeling
(RDF), data management and querying (JENA and SPARQL), to develop CodeOntology, a …

Ontologies have become a key element since many decades in information systems such as
in epidemiological surveillance domain. Building domain ontologies requires the access to …

In this paper, we describe a semantic approach to translate complex natural language
commands and questions into an appropriate object-oriented source code. To address this …

The ability to reason, plan and solve highly abstract problems is a hallmark of human
intelligence. Recent advancements in artificial intelligence, propelled by deep neural …

We present an unsupervised approach to process natural language questions that cannot
be answered by factual question answering nor advanced data querying, requiring instead …

Despite the demand for increasing automation within specified tasks by a large spectrum of
different users, software development is still a complex task mainly oriented to professional …

This paper discusses a language-independent approach for building smart and easily-
extensible personal assistants and chatbots. Given a natural language utterance, the system …

OSGi is a module system and service framework that aims to fill Java's lack of support for
modular development. Using OSGi, developers divide software into multiple bundles that …

Software development companies put a heavy investment in fixing security vulnerabilities in
their products after code development. This demands an automated mechanism to identify …