Those tasks are irrelevant to my point. You seem to be denying that transformers have more compositional power than MLPs.
RESEARCH
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Transformers Outperform MLPs for Parsing Tasks
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Transformers are better than MLPs far from the limit. And these papers are about something else. All it takes for my statement to be correct is that a transformer can learn to parse correctly in some cases.
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Transformers Represent Grammar Better Than MLPs
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No, transformers can represent grammar better than (say) MLPs, which is an advance. And they can learn it to a very limited degree, so what I said is accurate.
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Artificial Intelligence Disrupts Healthcare Industry Deeper
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Ripe For Disruption: #ArtificialIntelligence Advances Deeper Into #Healthcare https://
forbes.com/sites/joemcken
drick/2022/11/19/ripe-for-disruption-artificial-intelligence-advances-deeper-into-healthcare/
… @joemckendrick #AI #MachineLearning #DataScience #BigData #Analytics #Startups #100DaysofCode #IoT #serverless #womenwhocode #DeepLearning #DigitalTransformation -
Encoding Grammar in Transformers: Gradient Descent Learning Challenges
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You can encode a grammar into a transformer. The problem is gradient descent is not very good at learning it.
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Intelligence: Similarity and Compositionality in Transformer Models
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Intelligence is similarity + compositionality. Transformers' similarity is dot product of embeddings and their compositionality is attention, both still very primitive.
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Oxford Mathematical Model Predicts FIFA World Cup 2022 Route
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The FIFA #WorldCup2022 is starting today! Oxford mathematical model predicts route to the 2022 #WorldCup https://
linkedin.com/posts/marcusbo
rba_worldcup-worldcup2022-mathematics-activity-7000198652518387712-NZ9_/
… #DataScience #MachineLearning #AI #BigData #Analytics #ML @CatherineAdenle @FmFrancoise @Shi4Tech @Eli_Krumova @MargaretSiegien @BIScorecard @JAdP -
AI Disrupts Healthcare: Deep Integration of Artificial Intelligence
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Ripe For Disruption: Artificial Intelligence Advances Deeper Into Healthcare https://
forbes.com/sites/joemcken
drick/2022/11/19/ripe-for-disruption-artificial-intelligence-advances-deeper-into-healthcare/
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Neural Networks Learn Better With Rest Periods
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Artificial #NeuralNetworks Learn Better When They Spend Time Not Learning at All https://
neurosciencenews.com/ai-ann-rest-le
arning-21899/
… @NeuroscienceNew #AI #MachineLearning #DataScience #Python #BigData #Analytics #100DaysofCode #IoT #serverless #womenwhocode #Robots #DigitalTransformation #DeepLearning -
Is Luck the Biggest Factor in Getting Timing Right?
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Isn’t luck the biggest factor in getting the timing right?