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08/28/2023
Fast Feedforward Networks
We break the linear link between the layer size and its inference cost b...
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05/31/2023
Examining the Emergence of Deductive Reasoning in Generative Language Models
We conduct a preliminary inquiry into the ability of generative transfor...
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10/29/2022
Neural Combinatorial Logic Circuit Synthesis from Input-Output Examples
We propose a novel, fully explainable neural approach to synthesis of co...
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09/23/2022
A Neural Model for Regular Grammar Induction
Grammatical inference is a classical problem in computational learning t...
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09/21/2022
Periodic Extrapolative Generalisation in Neural Networks
The learning of the simplest possible computational pattern – periodicit...
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09/20/2022
FACT: Learning Governing Abstractions Behind Integer Sequences
Integer sequences are of central importance to the modeling of concepts ...
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08/22/2022
Deterministic Graph-Walking Program Mining
Owing to their versatility, graph structures admit representations of in...
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10/15/2020
The LL(finite) strategy for optimal LL(k) parsing
The LL(finite) parsing strategy for parsing of LL(k) grammars where k ne...
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08/18/2020