Is It Possible to Learn The Language of Planets?
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Could we learn to "speak planet"? Computational linguistics is now found in your smart phone, car and speakers, making sense of our speech and text. Could these same algorithms make sense of exoplanets? Join us today as we explore a radical new research idea recently published by the Cool Worlds Lab. Written and Presented by Dr Emily Sandford. This research was made possible through funding from the Data Science Institute’s Seed Fund Award.
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::Links:: ► Sandford, E., Kipping, D. & Collins, M. (2021), "On planetary systems as ordered sequences", MNRAS, 505, 2224: https://arxiv.org/abs/2105.09966 ► Brown et al. 1992, "Class-Based n-gram Models of Natural Language": https://www.aclweb.org/anthology/J92-4003.pdf ►McAllester 2018, "Information Theoretic Co-Training": https://arxiv.org/abs/1802.07572 ► Stratos 2019, "Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction": https://arxiv.org/abs/1804.07849
::Music:: Music licensed via Creative Commons (CC) Attribution License (https://creativecommons.org/licenses/by/4.0/) ► Joachim Heinrich - Stjärna ► Indive - Trace Correction
::Video clips:: ► Exoplanet animations by ESO/L. Calçada/spaceengine.org https://www.eso.org/public/videos/eso2102c/; ESO, L. Calçada, V.Romanyuk https://www.eso.org/public/videos/eso1837a/; ESO, M. Kornmesser, L.Calcada https://www.eso.org/public/videos/eso1737c/; ESO/L. Calçada https://www.eso.org/public/videos/eso1035e/; ESO/L. Calçada/spaceengine.org https://www.eso.org/public/videos/eso1706g/; ESO/L. Calçada https://www.eso.org/public/videos/eso1410g/; ESO/L.Calçada/spaceengine.org https://www.eso.org/public/videos/eso2005c/; ESO/L. Calçada https://www.eso.org/public/videos/eso1035b/; ESO/L. Calçada https://www.eso.org/public/videos/eso2102b/; ESO/L. Calçada/spaceengine.org https://www.eso.org/public/videos/eso2102c/; ESO/L.Calçada/M.Kornmesser https://www.eso.org/public/videos/eso1621a/; ESO/M. Kornmesser/Nick Risinger https://www.eso.org/public/videos/eso1517b/; ESO, M. Kornmesser, L.Calcada https://www.eso.org/public/videos/eso1045b/ ► TESS animation by NASA's Goddard Space Flight Center Conceptual Image Lab https://svs.gsfc.nasa.gov/20260#60680 ► Kepler animation by NASA/Kepler mission/Dana Berry https://exoplanets.nasa.gov/resources/1002/kepler-beauty-shot/ ► Planet formation simulation by Sean Raymond: https://youtu.be/oBQqwfNLHug ► Hydraulic press videos by Crazy Hidraulic Press: https://youtu.be/QYqOMjoz_i8 and https://youtu.be/MObYpxKG9XI ► Animated solar system animation by Steven Howe: https://youtu.be/08J_MI0KSqA
::Film/TV clips used:: ► Arrival (2016) - Paramount Pictures ► The House (2017) - Warner Bros. Pictures ► Star Trek: The Next Generation - Paramount Television ► Saturday Night Live - NBS
::Chapters:: 00:00 Prologue 01:42 Exopatterns 07:25 Computational Linguistics 10:40 Brown Clustering 19:25 Planetary Linguistics 29:52 Outro and credits
#PlanetaryLinguistics #CoolWorlds
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