Abstract: Abstract Syntax Tree (AST) and Control Flow Graph (CFG) are program code representations widely used for static analysis. One of the uses of static analysis is for automated grading ...
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GTCA augments decoder-only LLMs (Qwen-2.5-7B, Llama-3-8B) with a structural pathway that reads parse-tree chunk representations via gated cross-attention. At each transformer layer, a ...
Abstract: Code plagiarism poses a significant challenge in programming communities, necessitating effective detection mechanisms. This paper introduces a novel system that employs Abstract Syntax ...
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This tool replaced every diagramming app I've ever used
As a visual thinker, I love a good diagram, especially mind maps and flowcharts. They allowed me to gain an overview of all ...
Sonar Vortex guides and verifies AI agent output in real time. SonarQube Remediation Agent is now GA. 92% fewer issues. Up to 36% lower token costs.
With a few minutes of searching, anyone can find videos online of chatty birds: macaws talk to their keepers, cockatoos sing to the camera, corvids mimic the jarring sounds of construction sites.
Erik Steiger discusses the operational pain of legacy PDF generation in regulated banking and manufacturing. He explains how ...
The compiler infers, but does not take instructions. There is no syntax for explicit type declarations yet, and the new type ...
从实验数据中发掘科学规律,这件事每天都在世界各地的实验室里上演:研究者们把观测结果整理成表格、画成曲线,凭直觉和经验猜测背后的函数形式,再反复修正,最终得到一个既能拟合数据、又能理解机制的数学公式。无论是开普勒从第谷的观测数据中提炼出行星运动定律,还是当代工程师们每天进行着的各种标定,背后依赖的都是这样的过程。 符号回归(Symbolic Regression)的目标,就是让计算机自动完成这种 “ ...
从实验数据中发掘科学规律,这件事每天都在世界各地的实验室里上演:研究者们把观测结果整理成表格、画成曲线,凭直觉和经验猜测背后的函数形式,再反复修正,最终得到一个既能拟合数据、又能理解机制的数学公式。无论是开普勒从第谷的观测数据中提炼出行星运动定律,还是当代工程师们每天进行着的各种标定,背后依赖的都是这样的过程。
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