SocioProphet (@socioprophet) 's Twitter Profile
SocioProphet

@socioprophet

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#Prophecy #KabbalisticCybernetics #AGI #111 #214 #666

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linkhttp://socioprophet.com calendar_today08-08-2018 01:45:10

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Tom Hope (@hoper_tom) 's Twitter Profile Photo

🧐Can language models generate new scientific ideas? Introducing contextualized literature-based discovery (C-LBD): 1. (L)LMs are given specific contexts/motivations + retrieved *inspirations* from papers💡 2. Goal is to generate text with novel hypotheses. New preprint: 🧵⬇️

🧐Can language models generate new scientific ideas? 
Introducing contextualized literature-based discovery (C-LBD): 
1. (L)LMs are given specific contexts/motivations + retrieved *inspirations* from papers💡
2. Goal is to generate text with novel hypotheses.
New preprint: 🧵⬇️
Zhiting Hu (@zhitinghu) 's Twitter Profile Photo

🧠Human brain has internal world model for conscious reasoning 🤖Language model reasoning also need world model! Reasoning via Planning (RAP) is a new principled framework for this. It prompts LM as WM & reasons w/ MC TreeSearch Better v ChainOfThought on plan-gen, math, logic

🧠Human brain has internal world model for conscious reasoning

🤖Language model reasoning also need world model!

Reasoning via Planning (RAP) is a new principled framework for this. It prompts LM as WM & reasons w/ MC TreeSearch

Better v ChainOfThought on plan-gen, math, logic
Zhiting Hu (@zhitinghu) 's Twitter Profile Photo

This is our 2nd recent study of connecting the concepts of 🤖Language Models and 🌎World Models Check out the other one:

Maurizio Iβλἄ (@dragonmaurizio) 's Twitter Profile Photo

Understanding chiral physics in a 2-D topo-electric systems. Theoretical & experimental study on chiral dynamics. In this work higher-rank chiral behaviors responsible for anomalous momentum & particle currents in crystalline systems are thoroughly explored. University of

Understanding chiral physics in a 2-D topo-electric systems. Theoretical & experimental study on chiral dynamics. In this work higher-rank chiral behaviors responsible for anomalous momentum & particle currents in crystalline systems are thoroughly explored. University of
Maurizio Iβλἄ (@dragonmaurizio) 's Twitter Profile Photo

Image: states with momenta in regions analyzed by resolved isoenergy contours, flow dispersion & group velocity of Rank-2 chiral mode characterized as Non-Hermitian skin effect (NHSE).