Formal Languages And Neural Networks Seminar

Andy Yang: Masked Hard-Attention Transformers and B-RASP Recognize Exactly the Star-Free Languages 35:09
Andy Yang: Masked Hard-Attention Transformers and B-RASP Recognize Exactly the Star-Free Languages Formal Languages and Neural Networks Seminar 122 9 месяцев назад
Martin Grohe: The Descriptive Complexity of Graph Neural Networks 52:42
Martin Grohe: The Descriptive Complexity of Graph Neural Networks Formal Languages and Neural Networks Seminar 265 1 год назад
Dylan Zhang: Transformer-Based Models Are Not Yet Perfect At Learning 2 Emulate Structural Recursion 51:07
Dylan Zhang: Transformer-Based Models Are Not Yet Perfect At Learning 2 Emulate Structural Recursion Formal Languages and Neural Networks Seminar 261 9 месяцев назад
Jenny Kunz: Where Does Linguistic Information Emerge in Neural Language Models? 39:30
Jenny Kunz: Where Does Linguistic Information Emerge in Neural Language Models? Formal Languages and Neural Networks Seminar 126 1 год назад
Will Merrill: The Expressive Power of Transformers with Chain of Though 39:41
Will Merrill: The Expressive Power of Transformers with Chain of Though Formal Languages and Neural Networks Seminar 232 5 месяцев назад
Jason Kim: A Distributed Neural Programming Language for the Reservoir Computer 59:36
Jason Kim: A Distributed Neural Programming Language for the Reservoir Computer Formal Languages and Neural Networks Seminar 557 2 года назад
Brian DuSell: Stack Attention 36:08
Brian DuSell: Stack Attention Formal Languages and Neural Networks Seminar 191 7 месяцев назад
David Chiang: Overcoming a Theoretical Limitation of Self-Attention 51:51
David Chiang: Overcoming a Theoretical Limitation of Self-Attention Formal Languages and Neural Networks Seminar 954 2 года назад
Nouha Dziri: Faith and Fate: Limits of Transformers on Compositionality 48:50
Nouha Dziri: Faith and Fate: Limits of Transformers on Compositionality Formal Languages and Neural Networks Seminar 1,523 1 год назад
Brian DuSell: Non-Deterministic Stacks in Neural Networks 01:12:35
Brian DuSell: Non-Deterministic Stacks in Neural Networks Formal Languages and Neural Networks Seminar 401 2 года назад
Nur Lan: Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning 38:21
Nur Lan: Bridging the Empirical-Theoretical Gap in Neural Network Formal Language Learning Formal Languages and Neural Networks Seminar 351 8 месяцев назад
Matthew Finlayson: What Regular Languages Can Tell Us About Instruction Learning 32:47
Matthew Finlayson: What Regular Languages Can Tell Us About Instruction Learning Formal Languages and Neural Networks Seminar 174 1 год назад
Naomi Saphra: Linear Connectivity Reveals Generalization Strategies 54:23
Naomi Saphra: Linear Connectivity Reveals Generalization Strategies Formal Languages and Neural Networks Seminar 403 2 года назад
Dan Friedman: Learning Transformer Programs 55:57
Dan Friedman: Learning Transformer Programs Formal Languages and Neural Networks Seminar 1,608 1 год назад
Josef Valvoda: Benchmarking Compositionality with Formal Languages 23:48
Josef Valvoda: Benchmarking Compositionality with Formal Languages Formal Languages and Neural Networks Seminar 51 1 год назад
Alexandra Butoi: Convergence and Diversity in the Control Hierarchy 53:06
Alexandra Butoi: Convergence and Diversity in the Control Hierarchy Formal Languages and Neural Networks Seminar 73 1 год назад
Frank Drewes: Graph Extension Grammars 01:21:52
Frank Drewes: Graph Extension Grammars Formal Languages and Neural Networks Seminar 147 1 год назад
Giuseppe De Giacomo 56:32
Giuseppe De Giacomo Formal Languages and Neural Networks Seminar 118 9 месяцев назад
David Chiang: Tighter Bounds on the Expressivity of Transformer Encoders 49:24
David Chiang: Tighter Bounds on the Expressivity of Transformer Encoders Formal Languages and Neural Networks Seminar 156 1 год назад
Eran Malach: Learning Parities with Neural Networks 01:00:51
Eran Malach: Learning Parities with Neural Networks Formal Languages and Neural Networks Seminar 294 2 года назад

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