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Many tools used to process programs, like compilers, analyzers, or verifiers, perform transformations on their intermediate program representation, like abstract syntax trees. Implementing such program transformations is a non-trivial task,…

编程语言 · 计算机科学 2026-01-21 Michael Hanus , Steven Libby

We have designed a new logic programming language called LM (Linear Meld) for programming graph-based algorithms in a declarative fashion. Our language is based on linear logic, an expressive logical system where logical facts can be…

编程语言 · 计算机科学 2020-02-19 Flavio Cruz , Ricardo Rocha , Seth Copen Goldstein , Frank Pfenning

A key feature of inductive logic programming (ILP) is its ability to learn first-order programs, which are intrinsically more expressive than propositional programs. In this paper, we introduce techniques to learn higher-order programs.…

机器学习 · 计算机科学 2019-07-26 Andrew Cropper , Rolf Morel , Stephen H. Muggleton

We classify programming languages according to evaluation order: each language fixes one evaluation order as the default, making it transparent to program in that evaluation order, and troublesome to program in the other. This paper…

编程语言 · 计算机科学 2020-08-25 Jana Dunfield

We present cTI, the first system for universal left-termination inference of logic programs. Termination inference generalizes termination analysis and checking. Traditionally, a termination analyzer tries to prove that a given class of…

编程语言 · 计算机科学 2007-05-23 Fred Mesnard , Roberto Bagnara

Pull-tabbing is an evaluation approach for functional logic computations, based on a graph transformation recently proposed, which avoids making irrevocable non-deterministic choices that would jeopardize the completeness of computations.…

编程语言 · 计算机科学 2011-08-02 Sergio Antoy

We study the notion of stratification, as used in subsystems of linear logic with low complexity bounds on the cut-elimination procedure (the so-called light logics), from an abstract point of view, introducing a logical system in which…

计算机科学中的逻辑 · 计算机科学 2015-09-04 Pierre Boudes , Damiano Mazza , Lorenzo Tortora de Falco

To appear in Theory and Practice of Logic Programming (TPLP). Tabling is a commonly used technique in logic programming for avoiding cyclic behavior of logic programs and enabling more declarative program definitions. Furthermore, tabling…

编程语言 · 计算机科学 2020-02-19 Thepfrastos Mantadelis , Ricardo Rocha , Paulo Moura

Large language models (LLMs) have demonstrated impressive performance in various natural language processing tasks, yet their ability to perform multi-step logical reasoning remains an open challenge. Although Chain-of-Thought prompting has…

Predictive models are fundamental to engineering reliable software systems. However, designing conservative, computable approximations for the behavior of programs (static analyses) remains a difficult and error-prone process for modern…

编程语言 · 计算机科学 2011-05-10 David Van Horn , Matthew Might

Computational interpretations of linear logic allow static control of memory resources: the data produced by the program are endowed through its type with attributes that determine its life cycle. This has promoted numerous investigations…

编程语言 · 计算机科学 2024-08-23 Hector Gramaglia

The field of implicit complexity has recently produced several bounded-complexity programming languages. This kind of language allows to implement exactly the functions belonging to a certain complexity class. We here present a…

计算机科学中的逻辑 · 计算机科学 2012-06-22 Aloïs Brunel , Antoine Madet

Many logic programming based approaches can be used to describe and solve combinatorial search problems. On the one hand there is constraint logic programming which computes a solution as an answer substitution to a query containing the…

人工智能 · 计算机科学 2007-05-23 Nikolay Pelov , Emmanuel De Mot , Marc Denecker

We present a novel method of computing the beta-normal eta-long form of a simply-typed lambda-term by constructing traversals over a variant abstract syntax tree of the term. In contrast to beta-reduction, which changes the term by…

编程语言 · 计算机科学 2015-11-10 C. -H. Luke Ong

Currently, the variety of expressive extensions and different semantics created for logic programs with negation is diverse and heterogeneous, and there is a lack of comprehensive comparative studies which map out the multitude of…

人工智能 · 计算机科学 2009-09-29 Pascal Hitzler , Sibylle Schwarz

Processing programs as data is one of the successes of functional and logic programming. Higher-order functions, as program-processing programs are called in functional programming, and meta-programs, as they are called in logic…

计算机科学中的逻辑 · 计算机科学 2020-04-21 François Bry

A gradual semantics takes a weighted argumentation framework as input and outputs a final acceptability degree for each argument, with different semantics performing the computation in different manners. In this work, we consider the…

人工智能 · 计算机科学 2023-02-09 Nir Oren , Bruno Yun

Learning complex programs through inductive logic programming (ILP) remains a formidable challenge. Existing higher-order enabled ILP systems show improved accuracy and learning performance, though remain hampered by the limitations of the…

人工智能 · 计算机科学 2022-08-02 Stanisław J. Purgał , David M. Cerna , Cezary Kaliszyk

Interpretability of learning-to-rank models is a crucial yet relatively under-examined research area. Recent progress on interpretable ranking models largely focuses on generating post-hoc explanations for existing black-box ranking models,…

Control-flow refinement refers to program transformations whose purpose is to make implicit control-flow explicit, and is used in the context of program analysis to increase precision. Several techniques have been suggested for different…

编程语言 · 计算机科学 2019-08-01 Jesús J. Doménech , John P. Gallagher , Samir Genaim