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Large language models (LLMs) achieve superhuman performance on complex reasoning tasks, yet often fail on much simpler problems, raising concerns about their reliability and interpretability. We investigate this paradox through a focused…

计算与语言 · 计算机科学 2025-11-18 Lea Hergert , Gábor Berend , Mario Szegedy , Gyorgy Turan , Márk Jelasity

Deciding whether the results of two different mining algorithms provide significantly different information is an important, yet understudied, open problem in exploratory data mining. Whether the goal is to select the most informative…

数据库 · 计算机科学 2019-04-26 Nikolaj Tatti , Jilles Vreeken

The IT industry provides supportive pathways such as returnship programs, coding boot camps, and buddy systems for women re-entering their job after a career break. Academia, however, offers limited opportunities to motivate women to…

软件工程 · 计算机科学 2025-09-29 Shalini Chakraborty , Sebastian Baltes

Background: One of the most important current challenges of Software Engineering (SE) research is to provide relevant evidence to practice. In health related fields, Rapid Reviews (RRs) have shown to be an effective method to achieve that…

Quantum computing, particularly in the area of quantum optimization, is steadily progressing toward practical applications, supported by an expanding range of hardware platforms and simulators. While Software Engineering (SE) optimization…

软件工程 · 计算机科学 2025-06-23 Man Zhang , Yuechen Li , Tao Yue , Kai-Yuan Cai

Digitization not only affects society, it also requires a redefinition of the location of computer science and computer scientists, as the science journalist Yogeshwar suggests. Since all official aspects of digitalization are based on…

软件工程 · 计算机科学 2020-02-26 Michael Felderer , Ralf Reussner , Bernhard Rumpe

The growing emphasis on studying equity, diversity, and inclusion within software engineering has amplified the need to explore hidden populations within this field. Exploring hidden populations becomes important to obtain invaluable…

软件工程 · 计算机科学 2024-01-19 Ronnie de Souza Santos , Kiev Gama

Research Software Engineering is the application of professional software skills to research problems. Those who do this are called Research Software Engineers or RSEs for short. RSEs work closely with researchers in a collaborative fashion…

计算机与社会 · 计算机科学 2021-03-02 Shoaib Sufi

According to different reports, many recent software engineering graduates often face difficulties when beginning their professional careers, due to misalignment of the skills learnt in their university education with what is needed in…

软件工程 · 计算机科学 2018-12-06 Vahid Garousi , Görkem Giray , Eray Tüzün , Cagatay Catal , Michael Felderer

We discuss some specific software engineering challenges in the field of high-performance computing, and argue that the slow adoption of SE tools and techniques is at least in part caused by the fact that these do not address the HPC…

软件工程 · 计算机科学 2021-12-14 Jonas Thies , Melven Röhrig-Zöllner , Achim Basermann

Many factors could affect the number of citations to a paper. Citations have an important role in research policy and in measuring the excellence of research and researchers. This work is the first study in software engineering (SE) to…

数字图书馆 · 计算机科学 2019-08-14 Mika Mäntylä , Vahid Garousi

Questions within surveys, called survey items, are used in the social sciences to study latent concepts, such as the factors influencing life satisfaction. Instead of using explicit citations, researchers paraphrase the content of the…

数字图书馆 · 计算机科学 2024-12-23 Tornike Tsereteli , Daniel Ruffinelli , Simone Paolo Ponzetto

In this work, we present a tutorial on how to account for the computational time complexity overhead of signal processing in the spectral efficiency (SE) analysis of wireless waveforms. Our methodology is particularly relevant in scenarios…

信号处理 · 电气工程与系统科学 2025-12-23 Saulo Queiroz , João P. Vilela , Benjamin Koon Kei Ng , Chan-Tong Lam , Edmundo Monteiro

Understanding how software developers think, make decisions, and behave remains a key challenge in software engineering (SE). Verbalization techniques (methods that capture spoken or written thought processes) offer a lightweight and…

Empirical software engineering is concerned with the design and analysis of empirical studies that include software products, processes, and resources. Optimization is a form of data analytics in support of human decision-making.…

软件工程 · 计算机科学 2019-12-05 Guenther Ruhe

Context: Grey Literature (GL) recently has grown in Software Engineering (SE) research since the increased use of online communication channels by software engineers. However, there is still a limited understanding of how SE research is…

The evaluation of performance at the individual level is of fundamental importance in informing management decisions. The literature provides various indicators and types of measures, however a problem that is still unresolved and little…

数字图书馆 · 计算机科学 2018-12-21 Giovanni Abramo , Tindaro Cicero , Ciriaco Andrea D'Angelo

Software engineering increasingly involves making high-stakes decisions under uncertainty, using signals from code, field data, and socio-technical processes. Recent AI-driven support (e.g., anomaly detection, predictive analytics, AIOps,…

软件工程 · 计算机科学 2026-05-05 Roberto Pietrantuono , Luca Giamattei , Stefano Russo , Julien Siebert , Neil Walkinshaw

Identifying the strengths and limitations of a research paper is a core component of any literature review. However, traditional summaries reflect only the authors' self-presented perspective. Analyzing how other researchers discuss and…

软件工程 · 计算机科学 2026-01-14 Shireesh Reddy Pyreddy , Khaja Valli Pathan , Hasan Masum , Tarannum Shaila Zaman

Consistency, defined as the requirement that a series of measurements of the same project carried out by different raters using the same method should produce similar results, is one of the most important aspects to be taken into account in…

软件工程 · 计算机科学 2007-05-23 R. Asensio Monge , F. Sanchis Marco , F. Torre Cervigon
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