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Regression test prioritization leveraging source code similarity with tree kernels
Regression test prioritization (RTP) is an active research field, aiming at re‐ordering the
tests in a test suite to maximize the rate at which faults are detected. A number of RTP …
tests in a test suite to maximize the rate at which faults are detected. A number of RTP …
Auditing deep learning processes through kernel-based explanatory models
While NLP systems become more pervasive, their accountability gains value as a focal point
of effort. Epistemological opaqueness of nonlinear learning methods, such as deep learning …
of effort. Epistemological opaqueness of nonlinear learning methods, such as deep learning …
Land use classification with point of interests and structural patterns
In this paper, we present a framework for performing automatic analysis of Land Use Zones
based on Location-Based Social Networks (LBSNs). We model city areas using a …
based on Location-Based Social Networks (LBSNs). We model city areas using a …
Shallow and deep syntactic/semantic structures for passage reranking in question-answering systems
In this article, we extensively study the use of syntactic and semantic structures obtained with
shallow and full syntactic parsers for answer passage reranking. We propose several …
shallow and full syntactic parsers for answer passage reranking. We propose several …
Explaining non-linear classifier decisions within kernel-based deep architectures
Nonlinear methods such as deep neural networks achieve state-of-the-art performances in
several semantic NLP tasks. However epistemologically transparent decisions are not …
several semantic NLP tasks. However epistemologically transparent decisions are not …
HeAL9000: An intelligent rehabilitation robot
AI applications to health related processes include the adoption of robotic platforms for
rehabilitation, aiming at the delivery of highly intensive, repeatable and accurate motion …
rehabilitation, aiming at the delivery of highly intensive, repeatable and accurate motion …
[КНИГА][B] Concepts and Design Thinking Innovation Addressing the Global Financial Needs: The INFINTECH Way Foundations Part I
M Serrano, B Khorsand, J Soldatos - 2023 - library.oapen.org
In this first part of the INFINITECH book series, which is a series of three books, the
principles of the modern economy that make the modern financial sector and FinTech the …
principles of the modern economy that make the modern financial sector and FinTech the …
Adversarial training for few-shot text classification
In recent years, Deep Learning methods have become very popular in classification tasks for
Natural Language Processing (NLP); this is mainly due to their ability to reach high …
Natural Language Processing (NLP); this is mainly due to their ability to reach high …
Automatic recognition of narrative drama units: A structured learning approach
Drama is a story told through the live actions of characters; dramatic writing is characterized
by aspects that are central to identify, interpret, and relate the different elements of a story …
by aspects that are central to identify, interpret, and relate the different elements of a story …
U-DepPLLaMA: Universal Dependency Parsing via Auto-regressive Large Language Models
This paper investigates the rapidly advancing domain of Large Language Models (LLMs)
and their growing potential in various fields. A central focus is the exploration of LLMs, eg …
and their growing potential in various fields. A central focus is the exploration of LLMs, eg …