Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?

25 September 2021

Papers citing "Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?"

9 / 9 papers shown

Title
On the generalization capacity of neural networks during generic multimodal reasoning Takuya Ito Soham Dan Mattia Rigotti James Kozloski Murray Campbell LRM 32 2 0 26 Jan 2024
Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization Min Zhang Jianfeng He Shuo Lei Murong Yue Linhan Wang Chang-Tien Lu 38 4 0 12 Dec 2023
Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments Danial Kamali Parisa Kordjamshidi 31 1 0 07 Nov 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 28 50 0 15 Jul 2023
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 29 1 0 22 Nov 2022
When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks Ankur Sikarwar Arkil Patel Navin Goyal ViT 25 10 0 23 Oct 2022
One-Shot Learning from a Demonstration with Hierarchical Latent Language Nathaniel Weir Xingdi Yuan Marc-Alexandre Côté Matthew J. Hausknecht Romain Laroche Ida Momennejad H. V. Seijen Benjamin Van Durme BDL 19 6 0 09 Mar 2022
Improving Systematic Generalization Through Modularity and Augmentation Laura Ruis Brenden Lake 37 16 0 22 Feb 2022
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking Ronen Tamari Kyle Richardson Aviad Sar-Shalom Noam Kahlon Nelson F. Liu Reut Tsarfaty Dafna Shahaf 35 5 0 30 Nov 2021