Adaptivity and Modularity for Efficient Generalization Over Task
Complexity

Adaptivity and Modularity for Efficient Generalization Over Task Complexity

13 October 2023

Miguel Angel Bautista

Papers citing "Adaptivity and Modularity for Efficient Generalization Over Task Complexity"

9 / 9 papers shown

Title
Evaluating Long Range Dependency Handling in Code Generation Models using Multi-Step Key Retrieval Yannick Assogba Donghao Ren 44 0 0 23 Jul 2024
Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory Nikola Zubić Federico Soldá Aurelio Sulser Davide Scaramuzza LRM BDL 42 5 0 26 May 2024
Limits of Transformer Language Models on Learning to Compose Algorithms Jonathan Thomm Aleksandar Terzić Giacomo Camposampiero Michael Hersche Bernhard Schölkopf Abbas Rahimi 29 3 0 08 Feb 2024
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference Bartosz Wójcik Alessio Devoto Karol Pustelnik Pasquale Minervini Simone Scardapane 15 5 0 15 Dec 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 206 2,232 0 22 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
PonderNet: Learning to Ponder Andrea Banino Jan Balaguer Charles Blundell PINN AIMat 92 80 0 12 Jul 2021
Estimating Example Difficulty Using Variance of Gradients Chirag Agarwal Daniel D'souza Sara Hooker 190 103 0 26 Aug 2020