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Abductive reasoning is a popular non-monotonic paradigm that aims to explain observed symptoms and manifestations. It has many applications, such as diagnosis and planning in artificial intelligence and database updates. In propositional…

人工智能 · 计算机科学 2026-01-14 Johannes Schmidt , Mohamed Maizia , Victor Lagerkvist , Johannes K. Fichte

Linguistic relations in oral conversations present how opinions are constructed and developed in a restricted time. The relations bond ideas, arguments, thoughts, and feelings, re-shape them during a speech, and finally build knowledge out…

计算与语言 · 计算机科学 2017-03-02 Ceyda Sanli , Anupam Mondal , Erik Cambria

The main objective of explanations is to transmit knowledge to humans. This work proposes to construct informative explanations for predictions made from machine learning models. Motivated by the observations from social sciences, our…

人工智能 · 计算机科学 2018-05-29 Freddy Lecue , Jiewen Wu

I argue against the predominant view of Weyl's interpretation of the logical signs. Drawing on his correctness-first account of mathematical knowledge, I point out that, according to him, quantified statements generate conditional…

历史与综述 · 数学 2025-12-19 Iulian D. Toader

While it was defined long ago, the extension of CTL with quantification over atomic propositions has never been studied extensively. Considering two different semantics (depending whether propositional quantification refers to the Kripke…

计算机科学中的逻辑 · 计算机科学 2015-07-01 François Laroussinie , Nicolas Markey

Proofs, in Ludics, have an interpretation provided by their counter-proofs, that is the objects they interact with. We follow the same idea by proposing that sentence meanings are given by the counter-meanings they are opposed to in a…

计算与语言 · 计算机科学 2009-10-09 Alain Lecomte , Myriam Quatrini

We propose new definitions of (causal) explanation, using structural equations to model counterfactuals. The definition is based on the notion of actual cause, as defined and motivated in a companion paper. Essentially, an explanation is a…

人工智能 · 计算机科学 2007-05-23 Joseph Y. Halpern , Judea Pearl

Understanding the predictions made by deep learning models remains a central challenge, especially in high-stakes applications. A promising approach is to equip models with the ability to answer counterfactual questions -- hypothetical…

机器学习 · 计算机科学 2025-10-28 Inwoo Hwang , Yushu Pan , Elias Bareinboim

Presupposition projection in conditionals is central to theories of meaning and pragmatics, yet it remains largely unevaluated in large language models. We address this gap through a parallel behavioral study comparing human judgments and…

计算与语言 · 计算机科学 2026-05-19 Tara Azin , Yongan Yu , Raj Singh , Olessia Jouravlev

In this introductory note, I describe my particular view of the notion of ontological commitments as honest and pragmatic working hypotheses that assume the existence (out there) of certain entities represented by the symbols in our theory.…

物理学史与哲学 · 物理学 2014-01-15 Pablo Echenique-Robba

Recent authors have proposed analyzing conditional reasoning through a notion of intervention on a simulation program, and have found a sound and complete axiomatization of the logic of conditionals in this setting. Here we extend this…

人工智能 · 计算机科学 2018-07-31 Duligur Ibeling

It is argued that the orthodox interpretation of quantum mechanics is in conflict with the objective existence of space-time, and suggested that kets are labels which name real states of matter but do not directly describe them. Position is…

综合物理 · 物理学 2014-05-13 Charles Francis

Reasoning about observed effects and their causes is important in multi-agent contexts. While there has been much work on causality from an objective standpoint, causality from the point of view of some particular agent has received much…

人工智能 · 计算机科学 2019-11-01 Shakil M. Khan , Mikhail Soutchanski

We investigate the capacity of mechanisms for compositional semantic parsing to describe relations between sentences and semantic representations. We prove that in order to represent certain relations, mechanisms which are syntactically…

计算与语言 · 计算机科学 2019-06-28 Antoine Venant , Alexander Koller

The quantum-mechanical description of the world, including human observers, makes substantial use of entanglement. In order to understand this, we need to adopt concepts of truth, probability and time which are unfamiliar in modern…

量子物理 · 物理学 2013-04-23 Anthony Sudbery

Cognitive theories for reasoning are about understanding how humans come to conclusions from a set of premises. Starting from hypothetical thoughts, we are interested which are the implications behind basic everyday language and how do we…

人工智能 · 计算机科学 2022-05-11 Emmanuelle Dietz , Johannes K. Fichte , Florim Hamiti

A type theory is presented that combines (intuitionistic) linear types with type dependency, thus properly generalising both intuitionistic dependent type theory and full linear logic. A syntax and complete categorical semantics are…

计算机科学中的逻辑 · 计算机科学 2026-05-07 Matthijs Vákár

The relationship between communicated language and intended meaning is often probabilistic and sensitive to context. Numerous strategies attempt to estimate such a mapping, often leveraging recursive Bayesian models of communication. In…

计算与语言 · 计算机科学 2023-05-03 Benjamin Lipkin , Lionel Wong , Gabriel Grand , Joshua B Tenenbaum

Scalar inferences (SI) are a signature example of how humans interpret language based on unspoken alternatives. While empirical studies have demonstrated that human SI rates are highly variable -- both within instances of a single scale,…

计算与语言 · 计算机科学 2023-04-12 Jennifer Hu , Roger Levy , Judith Degen , Sebastian Schuster

Stereotypical reasoning assumes that the situation at hand is one of a kind and that it enjoys the properties generally associated with that kind of situation. It is one of the most basic forms of nonmonotonic reasoning. A formal model for…

人工智能 · 计算机科学 2007-05-23 Daniel Lehmann