All (36)- Philosophy - Computer Science - Psychology and Biology
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A Philosophical Introduction to Language Models -- Part I: Continuity With Classic Debates (with Raphaël Millière)

2024, arXiv
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From Deep Learning to Rational Machines:
What the History of Philosophy Can Teach Us about the Future of Artificial Intelligence
-- Sample Chapter 1

2023, Oxford University Press (130,000 words)
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Transformational Abstraction in Deep Neural Networks

2023, Mind Design III, Haugeland, J., Craver, C., and Klein, C. Eds (9000 words)
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A Forward-Looking Theory of Content

2022, Ergo (14000 words)
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Black Boxes or Unflattering Mirrors? Comparative Bias in the Science of Machine Behavior

2020, The British Journal for the Philosophy of Science (10000 words)
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Understanding Adversarial Examples Requires a Theory of Artifacts for Deep Learning

2020, Nature Machine Intelligence (6000 words)
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Deep Learning: A Philosophical Introduction

2019, Philosophy Compass (8000 words)
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Empiricism without Magic:
Transformational Abstraction in Deep Convolutional Neural Networks

2018, Synthese (16000 words)
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Scaffolding Intuitive Cognition

2018, Oxford Handbook of 4E Cognition (8000 words)
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Connectionism:  Roots, Revolution, and Radiation

(With James Garson)
2018, Routledge Handbook of the Computational Mind  (6000 words)
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Rational Inference:  The Lowest Bounds

2017, Philosophy and Phenomenological Research  (14000 words)
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Mating Dances and the Evolution of Language: What's the Next Step?

(With Keyao Yang)
2017, Biology & Philosophy 32(6), 1289–1316  (13000 words)
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Understanding Cognitive and Associative Explanations in Comparative Psychology

2017, The Routledge Handbook of Philosophy of Animal Minds (5000 words)
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Ravens Attribute Visual Access to Unseen Competitors

(With Thomas Bugnyar & Stephan Reber)
2016, Nature Communications   (7), doi:10.1038/ncomms10506 (6000 words)
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Transitional Gradation in the Mind:  Rethinking Psychological Kindhood

2016, British Journal for the Philosophy of Science, 67(4), 1091-1115   (10,300 words)
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Functional Kinds-A Skeptical Look

2015, Synthese  192(12) 3915-3942  (13,572 words)
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A Property Cluster Theory of Cognition

2015, Philosophical Psychology  28(3) 307-336  (13,000 WORDS)
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The Semantic Problem(s) with Research on Animal Mindreading

2014, Mind & Language  29(5) 566-589   (10,000 WORDS)
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A Portrait of the Artist as an Aesthetic Expert

(With Christy Mag Uidhir)
2014, in Aesthetics & The Sciences of Mind (OUP)  (9000 words)
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Morgan's Canon, Meet Hume's Dictum:
Avoiding Anthropofabulation in Cross-Species Comparisons

2013, Biology & Philosophy   28(5) 853-871   (10,000 WORDS)
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In Search of Balance

2013, Biology & Philosophy   28(1) 145-152   (4,000 WORDS)
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Evaluating Dynamic Ontologies

2013, Communications in Computer and Information Science 272 258-275  (9,000 WORDS)
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Povinelli Weighs in on Human Uniqueness

2013, Evolution   67(3) 918-919   (1,000 WORDS)
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Ordering Our Attributions of Order

2012, Essays in Philosophy   13(2)   (4,000 WORDS)
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Review of The Ego Tunnel by Thomas Metzinger

2012, Philosophical Psychology   25(3) 457-461   (2,000 WORDS)
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Two Approaches to the Distinction Between Cognition and 'Mere Association'

2011, International Journal for Comparative Psychology   24(1) 1-35   (11,000 WORDS)
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From Encyclopedia to Ontology:
Toward Dynamic Representation of the Discipline of philosophy

(with Colin Allen and Mathias Niepert)
2011, Synthese   182(2) 205-233   (11,000 WORDS)
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Are Philosophers Expert Intuiters?

(with Joshua Alexander, Chad Gonnerman, and Jonathan Weinberg)
2010, Philosophical Psychology   23(3) 331-355   (11,000 WORDS)
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Two Methods for Evaluating Dynamic Ontologies

(with Jaimie Murdock and Colin Allen)
2010, Proceedings of KEOD   2010 110-122   (7,000 WORDS)
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Crowdsourcing the Assembly of Concept Hierarchies

(with Kai Eckart, Mathias Niepert, Christof Niemann, Colin Allen,
and Heiner Stuckenschmidt)
2010 Proceedings of the 10th ACM/IEEE JCDL, Gold Coast, Australia, ACM Press. (9000 WORDS)
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How "Weak" Mindreaders Inherited the Earth

(with Adam Shriver, Stephen Crowley, and Colin Allen)
2009, Behavioral and Brain Sciences   32(2) 140-141   (1,000 WORDS)
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Working the Crowd: Design Principles and Early Lessons for the Social-Semantic Web

(with Mathias Niepert, and Colin Allen)
Proceedings of the Workshop on Web 3.0:(SW)^2 at ACM Hypertext, Turin, Italy (3500 WORDS)
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InPhO: A System for Collaboratively Populating and Extending a Dynamic Ontology

(with Mathias Niepert, Jaimie Murdock, and Colin Allen)
2009, Bulletin of the IEEE Technical Committee on Digital Libraries 5(1)   (1,000 WORDS)
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The World Is Not Flat: Expertise and InPhO

(with Mathias Niepert and Colin Allen)
2008 Selected papers from the 9th Annual WebWise Conference. First Monday, 13(8) (4200 WORDS)
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Answer Set Programming to Learn and Populate Dynamic Ontologies

(with Mathias Niepert and Colin Allen)
2008 Proceedings of 21st FLAIRS Conference AAAI Press (5300 WORDS)
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A Dynamic Ontology for a Dynamic Reference Work

(with Mathias Niepert and Colin Allen)
2007 Proceedings of the 7th ACM/IEEE JCDL 288-297, ACM Press (9000 WORDS)
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InPhO: The Indiana Philosophy Ontology

(with Mathias Niepert and Colin Allen)
Brief article in the APA Newsletter on Philosophy and Computers introducing the InPhO (1400 WORDS)
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