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This paper presents ICAT, an evaluation framework for measuring coverage of diverse factual information in long-form text generation. ICAT breaks down a long output text into a list of atomic claims and not only verifies each claim through…

计算与语言 · 计算机科学 2025-06-03 Chris Samarinas , Alexander Krubner , Alireza Salemi , Youngwoo Kim , Hamed Zamani

In this paper we show how prescritive type checking and constraint solving can be combined to increase automation during software verification. We do so by defining a type system and implementing a typechecker for {log} (read `setlog'), a…

计算机科学中的逻辑 · 计算机科学 2025-01-22 Maximiliano Cristiá , Gianfranco Rossi

Safety critical software assessment requires robust assessment against complex regulatory frameworks, a process traditionally limited by manual evaluation. This paper presents Document Retrieval-Augmented Fine-Tuning (DRAFT), a novel…

This paper presents the verification of control systems implemented in Simulink. The goal is to ensure that high-level requirements on control performance, like stability, are satisfied by the Simulink diagram. A two stage process is…

系统与控制 · 计算机科学 2021-04-13 Dejanira Araiza-Illan , Kerstin Eder , Arthur Richards

In this paper, we propose a new system called ASET that allows users to perform structured explorations of text collections in an ad-hoc manner. The main idea of ASET is to use a new two-phase approach that first extracts a superset of…

计算与语言 · 计算机科学 2022-03-10 Benjamin Hättasch , Jan-Micha Bodensohn , Carsten Binnig

Large Language Model (LLM) agents often run for many steps while re-ingesting long system instructions and large tool catalogs each turn. This increases cost, agent derailment probability, latency, and tool-selection errors. We propose…

人工智能 · 计算机科学 2026-02-20 Uria Franko

Existing code benchmarks measure whether an agent can produce any test that reproduces a known bug, or whether it can produce a patch that fixes a described issue. Neither isolates the distinct skill of property-based testing: deriving a…

软件工程 · 计算机科学 2026-05-21 Lucas Jing , Xinqi Wang , Liao Zhang , Simon S. Du

Financial applications of large language models (LLMs) require factual reliability and computational efficiency, yet current systems often hallucinate details and depend on prohibitively large models. We propose FISCAL (Financial Synthetic…

人工智能 · 计算机科学 2025-11-26 Rishab Sharma , Iman Saberi , Elham Alipour , Jie JW Wu , Fatemeh Fard

Finite-state models are ubiquitous in the study of concurrent systems, especially controllers and servers that operate in a repetitive cycle. In this paper, we show how to extract finite state models from a run of a multi-threaded Java…

软件工程 · 计算机科学 2024-07-26 KP Jevitha , Bharat Jayaraman , M Sethumadhavan

Accelerated life testing (ALT) is typically used to assess the reliability of material's lifetime under desired stress levels. Recent advances in material engineering have made a variety of material alternatives readily available. To…

统计方法学 · 统计学 2020-01-17 Ye Chen , Qiong Zhang , Mingyang Li , Wenjun Cai

AI pentesting agents are increasingly credible as offensive security systems, but current benchmarks still provide limited guidance on which will perform best in real-world targets. Existing evaluation protocols assess and optimize for…

人工智能 · 计算机科学 2026-05-12 Pedro Conde , Henrique Branquinho , Valerio Mazzone , Bruno Mendes , André Baptista , Nuno Moniz

We introduce Infinigen-Articulated, a toolkit for generating realistic, procedurally generated articulated assets for robotics simulation. We include procedural generators for 18 common articulated object categories along with high-level…

The current technology landscape lacks a foundational AI model for solving process engineering calculations. In this work, we introduce a novel autonomous agent framework leveraging Retrieval-Augmented Instruction-Tuning (RAIT) to enhance…

软件工程 · 计算机科学 2024-08-29 Sagar Srinivas Sakhinana , Geethan Sannidhi , Venkataramana Runkana

The emergence of the Industrial Internet results in an increasing number of complicated temporal interdependencies between automation systems and the processes to be controlled. There is a need for verification methods that scale better…

软件工程 · 计算机科学 2017-04-26 Eero Siivola , Seppo Sierla , Hannu Niemistö , Tommi Karhela , Valeriy Vyatkin

Verification of temporal logic properties plays a crucial role in proving the desired behaviors of hybrid systems. In this paper, we propose an interval method for verifying the properties described by a bounded linear temporal logic. We…

计算机科学中的逻辑 · 计算机科学 2015-07-15 Daisuke Ishii , Naoki Yonezaki , Alexandre Goldsztejn

Verification of numerical accuracy properties in modern software remains an important and challenging task. This paper describes an original framework combining different solutions for numerical accuracy. First, we extend an existing…

软件工程 · 计算机科学 2019-11-26 Maxime Jacquemin , Fonenantsoa Maurica , Nikolai Kosmatov , Julien Signoles , Franck Védrine

The complexity of software in embedded systems has increased significantly over the last years so that software verification now plays an important role in ensuring the overall product quality. In this context, SAT-based bounded model…

软件工程 · 计算机科学 2009-11-20 Lucas Cordeiro , Bernd Fischer , Joao Marques-Silva

Hyperproperties relate multiple executions of a system and are commonly used to specify security and information-flow policies. While many verification approaches for hyperproperties exist, providing a convincing certificate that the system…

计算机科学中的逻辑 · 计算机科学 2025-01-20 Raven Beutner , Bernd Finkbeiner , Angelina Göbl

With numerous specialised technologies available to industry, it has become increasingly frequent for computer systems to be composed of heterogeneous components built over, and using, different technologies and languages. While this…

软件工程 · 计算机科学 2013-02-22 Christian Colombo , Adrian Francalanza , Ruth Mizzi , Gordon J. Pace

Functional verification constitutes one of the most challenging tasks in the development of modern hardware systems, and simulation-based verification techniques dominate the functional verification landscape. A dominant paradigm in…

计算机科学中的逻辑 · 计算机科学 2013-04-08 Supratik Chakraborty , Kuldeep S. Meel , Moshe Y. Vardi