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Automated Reasoning [PDF]

open access: hybridNew Scientist
Zertifizierte Computersysteme werden zunehmend zum Schlüssel für die immer komplexeren Entscheidungsprozesse in unserer modernen Gesellschaft. Fehlerfreie und sichere Lösungen sind unter anderem in Bereichen wie Künstlicher Intelligenz (KI), autonomen Systemen, Big Data, Blockchain, Dezentraler Finanzen (DeFi) oder Cloud Computing unverzichtbar ...
International Joint Conference on Automated Reasoning 2024 Nancy   +3 more
  +4 more sources

Termination Analysis of Single Path Loop Programs Based on Iterative Trajectory Division [PDF]

open access: yesJisuanji kexue, 2023
The ranking function has been extensively studied as an important method of program termination analysis.In this paper,we focus on the termination of single-path loops.Firstly,the concept of two-way iterative loops is proposed,and the single-path loops ...
WANG Yao, LI Yi
doaj   +1 more source

Quantifying the reasoning abilities of LLMs on clinical cases [PDF]

open access: yesNature Communications
Recent advances in reasoning-enhanced large language models (LLMs) show promise, yet their application in professional medicine, especially the evaluation of their reasoning process, remains underexplored.
Pengcheng Qiu   +10 more
doaj   +2 more sources

Benchmarks for Automated Commonsense Reasoning: A Survey [PDF]

open access: yesACM Computing Surveys, 2023
More than one hundred benchmarks have been developed to test the commonsense knowledge and commonsense reasoning abilities of artificial intelligence (AI) systems.
E. Davis
semanticscholar   +1 more source

Survey on Automatic Tuning of Compilers by Machine Learning [PDF]

open access: yesJisuanji kexue, 2022
Modern compilers offer many optimization options.It is a complex problem to choose which parameter values,which combination of options and in which order to apply these options.Among them,the optimization phase ordering is the most dif-ficult one.With ...
CHI Hao-yu, CHEN Chang-bo
doaj   +1 more source

Invalidator: Automated Patch Correctness Assessment Via Semantic and Syntactic Reasoning [PDF]

open access: yesIEEE Transactions on Software Engineering, 2023
Automated program repair (APR) faces the challenge of test overfitting, where generated patches pass validation tests but fail to generalize. Existing methods for patch assessment involve generating new tests or manual inspection, which can be time ...
Thanh Le-Cong   +6 more
semanticscholar   +1 more source

Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking [PDF]

open access: yesFindings, 2023
Evidence data for automated fact-checking (AFC) can be in multiple modalities such as text, tables, images, audio, or video. While there is increasing interest in using images for AFC, previous works mostly focus on detecting manipulated or fake images ...
Mubashara Akhtar   +2 more
semanticscholar   +1 more source

Automated Reasoning Techniques for Solving Combinatorial Mathematical Problems:A Survey [PDF]

open access: yesJisuanji kexue, 2023
Automated reasoning is a symbolic algorithmic technique that aims to simulate the logical reasoning ability of human.The overall goal is to mechanize different forms of reasoning with a computer system.Although the theoretical framework of the field has ...
HUANG Pei, LIU Minghao, MA Feifei, ZHANG Jian
doaj   +1 more source

Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning [PDF]

open access: yesConference on Empirical Methods in Natural Language Processing, 2021
Transformer-based language model approaches to automated story generation currently provide state-of-the-art results. However, they still suffer from plot incoherence when generating narratives over time, and critically lack basic commonsense reasoning ...
Xiangyu Peng   +3 more
semanticscholar   +1 more source

cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU

open access: yesFrontiers in Computational Neuroscience, 2021
The emerging topic of privacy-preserving deep learning as a service has attracted increasing attention in recent years, which focuses on building an efficient and practical neural network prediction framework to secure client and model-holder data ...
Yanan Bai   +5 more
doaj   +1 more source

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