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Two types of explanations have been receiving increased attention in the literature when analyzing the decisions made by classifiers. The first type explains why a decision was made and is known as a sufficient reason for the decision, also…

人工智能 · 计算机科学 2023-07-25 Chunxi Ji , Adnan Darwiche

Algorithms of inference in a computer system oriented to input and semantic processing of text information are presented. Such inference is necessary for logical questions when the direct comparison of objects from a question and database…

计算与语言 · 计算机科学 2012-02-02 Yuriy Ostapov

Semantic code search has been widely adopted in both academia and industry. These approaches embed natural-language queries and code snippets into a shared embedding space and retrieve results based on vector similarity. Despit strong…

Proof assistants and programming languages based on type theories usually come in two flavours: one is based on the standard natural deduction presentation of type theory and involves eliminators, while the other provides a syntax in…

计算机科学中的逻辑 · 计算机科学 2015-07-30 Nicolas Guenot , Daniel Gustafsson

Data-aware modal logics offer a powerful formalism for reasoning about semi-structured queries in languages such as DataGL, XPath, and GQL. In brief, these logics can be viewed as modal systems capable of expressing both reachability…

计算机科学中的逻辑 · 计算机科学 2025-10-03 Carlos Areces , Valentin Cassano , Danae Dutto , Raul Fervari

The product homomorphism problem (PHP) takes as input a finite collection of relational structures A1, ..., An and another relational structure B, all over the same schema, and asks whether there is a homomorphism from the direct product A1…

离散数学 · 计算机科学 2012-12-17 Balder ten Cate , Víctor Dalmau

We present a size-aware type system for first-order shapely function definitions. Here, a function definition is called shapely when the size of the result is determined exactly by a polynomial in the sizes of the arguments. Examples of…

计算机科学中的逻辑 · 计算机科学 2015-07-01 Olha Shkaravska , Marko van Eekelen , Ron van Kesteren

We characterize the languages in the individual levels of the quantifier alternation hierarchy of first-order logic with two variables by identities. This implies decidability of the individual levels. More generally we show that the…

计算机科学中的逻辑 · 计算机科学 2012-05-23 Andreas Krebs , Howard Straubing

History-deterministic automata are those in which nondeterministic choices can be correctly resolved stepwise: there is a strategy to select a continuation of a run given the next input letter so that if the overall input word admits some…

形式语言与自动机理论 · 计算机科学 2026-04-01 Soumyajit Paul , David Purser , Sven Schewe , Qiyi Tang , Patrick Totzke , Di-De Yen

The Shapes Constraint Language (SHACL) was standardized by the World Wide Web as a constraint language to describe and validate RDF data graphs. SHACL uses the notion of shapes graph to describe a set of shape constraints paired with…

计算复杂性 · 计算机科学 2024-08-01 Shqiponja Ahmetaj , Timo Camillo Merkl , Reinhard Pichler

Bidirectional typechecking, in which terms either synthesize a type or are checked against a known type, has become popular for its applicability to a variety of type systems, its error reporting, and its ease of implementation. Following…

编程语言 · 计算机科学 2020-09-22 Jana Dunfield , Neelakantan R. Krishnaswami

The concept of decomposition in computer science and engineering is considered a fundamental component of computational thinking and is prevalent in design of algorithms, software construction, hardware design, and more. We propose a simple…

计算机科学中的逻辑 · 计算机科学 2023-06-22 Dror Fried , Axel Legay , Joël Ouaknine , Moshe Y. Vardi

Deep models are the defacto standard in visual decision problems due to their impressive performance on a wide array of visual tasks. On the other hand, their opaqueness has led to a surge of interest in explainable systems. In this work,…

计算机视觉与模式识别 · 计算机科学 2017-11-21 Dong Huk Park , Lisa Anne Hendricks , Zeynep Akata , Anna Rohrbach , Bernt Schiele , Trevor Darrell , Marcus Rohrbach

Properties expressed as the provability of a first-order sentence can be disproved by just finding a model of the negation of the sentence. This fact, however, is meaningful in restricted cases only, depending on the shape of the sentence…

编程语言 · 计算机科学 2017-09-18 Salvador Lucas

Intersection types are an essential tool in the analysis of operational and denotational properties of lambda-terms and functional programs. Among them, non-idempotent intersection types provide precise quantitative information about the…

计算机科学中的逻辑 · 计算机科学 2019-11-06 Thomas Ehrhard

Query equivalence is investigated for disjunctive aggregate queries with negated subgoals, constants and comparisons. A full characterization of equivalence is given for the aggregation functions count, max, sum, prod, toptwo and parity. A…

数据库 · 计算机科学 2007-05-23 Sara Cohen , Werner Nutt , Yehoshua Sagiv

Quantified CTL (QCTL) is a well-studied temporal logic that extends CTL with quantification over atomic propositions. It has recently come to the fore as a powerful intermediary framework to study logics for strategic reasoning. We extend…

计算机科学中的逻辑 · 计算机科学 2018-09-05 Raphaël Berthon , Bastien Maubert , Aniello Murano

The relational semantics of linear logic is a powerful framework for defining resource-aware models of the $\lambda$-calculus. However, its quantitative aspects are not reflected in the preorders and equational theories induced by these…

计算机科学中的逻辑 · 计算机科学 2026-04-30 Adrienne Lancelot , Giulio Manzonetto , Guy McCusker , Gabriele Vanoni

In the literature two notions of the word problem for a variety occur. A variety has a decidable word problem if every finitely presented algebra in the variety has a decidable word problem. It has a uniformly decidable word problem if…

逻辑 · 数学 2016-09-06 Alan H. Mekler , Evelyn Nelson , Saharon Shelah

We study the complexity of query answering using views in a probabilistic XML setting, identifying large classes of XPath queries -- with child and descendant navigation and predicates -- for which there are efficient (PTime) algorithms. We…

数据库 · 计算机科学 2012-08-02 Bogdan Cautis , Evgeny Kharlamov