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A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning


Apr 20, 2022
Kory W. Mathewson, Patrick M. Pilarski

* 7 pages, 1 figure, Published at ML Evaluation Standards Workshop at ICLR 2022. arXiv admin note: substantial text overlap with arXiv:1905.06289 

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Learning Robust Real-Time Cultural Transmission without Human Data


Mar 01, 2022
Cultural General Intelligence Team, Avishkar Bhoopchand, Bethanie Brownfield, Adrian Collister, Agustin Dal Lago, Ashley Edwards, Richard Everett, Alexandre Frechette, Yanko Gitahy Oliveira, Edward Hughes, Kory W. Mathewson, Piermaria Mendolicchio, Julia Pawar, Miruna Pislar, Alex Platonov, Evan Senter, Sukhdeep Singh, Alexander Zacherl, Lei M. Zhang


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Generating Diverse Realistic Laughter for Interactive Art


Nov 04, 2021
M. Mehdi Afsar, Eric Park, Étienne Paquette, Gauthier Gidel, Kory W. Mathewson, Eilif Muller

* Presented at Machine Learning for Creativity and Design workshop at NeurIPS 2021 

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Automatic Embedding of Stories Into Collections of Independent Media


Nov 03, 2021
Dylan R. Ashley, Vincent Herrmann, Zachary Friggstad, Kory W. Mathewson, Jürgen Schmidhuber

* 2 pages in main text + 1 page of references + 6 pages of appendices, 2 figures in main text + 3 figures in appendices, 1 algorithm in appendices; source code available at https://gist.github.com/dylanashley/1387a99deb85bfc0bce11286810cd98b 

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Collaborative Storytelling with Human Actors and AI Narrators


Sep 29, 2021
Boyd Branch, Piotr Mirowski, Kory W. Mathewson

* 5 pages, 1 figure, accepted to ICCC as Short Paper: Event Report 

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Conceptualization and Framework of Hybrid Intelligence Systems


Dec 11, 2020
Nikhil Prakash, Kory W. Mathewson

* 8 pages, 1 figure, HAMLETS (Human And Machine in-the-Loop Evaluation and Learning Strategies) workshop at Thirty-fourth Conference on Neural Information Processing Systems 

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A Human-Centered Approach to Interactive Machine Learning


May 15, 2019
Kory W. Mathewson

* 4 pages, 4th Multidisciplinary Conference on Reinforcement Learning and Decision Making 

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Evaluating Coherence in Dialogue Systems using Entailment


Apr 06, 2019
Nouha Dziri, Ehsan Kamalloo, Kory W. Mathewson, Osmar Zaiane

* 5 pages, 2 figures; NAACL-HLT 2019 

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Shaping the Narrative Arc: An Information-Theoretic Approach to Collaborative Dialogue


Jan 31, 2019
Kory W. Mathewson, Pablo Samuel Castro, Colin Cherry, George Foster, Marc G. Bellemare

* 20 pages, 9 figures 

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Augmenting Neural Response Generation with Context-Aware Topical Attention


Nov 02, 2018
Nouha Dziri, Ehsan Kamalloo, Kory W. Mathewson, Osmar Zaiane

* 10 pages + 4 appendix pages, 6 figures, 9 tables 

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