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

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?"

15 / 15 papers shown

Title
Data Distributional Properties As Inductive Bias for Systematic Generalization Felipe del-Rio Alain Raymond-Sáez Daniel Florea Rodrigo Toro Icarte Julio Hurtado Cristian B. Calderon Á. Soto AI4CE 38 0 0 27 Feb 2025
PREDICT: Preference Reasoning by Evaluating Decomposed preferences Inferred from Candidate Trajectories Stephane Aroca-Ouellette Natalie Mackraz B. Theobald Katherine Metcalf 33 0 0 08 Oct 2024
Look Further Ahead: Testing the Limits of GPT-4 in Path Planning Mohamed Aghzal Erion Plaku Ziyu Yao ELM 36 6 0 17 Jun 2024
On the generalization capacity of neural networks during generic multimodal reasoning Takuya Ito Soham Dan Mattia Rigotti James Kozloski Murray Campbell LRM 40 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 45 4 0 12 Dec 2023
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models Yeongbin Kim Gautam Singh Junyeong Park Çağlar Gülçehre Sungjin Ahn OCL VLM 44 1 0 15 Nov 2023
Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments Danial Kamali Parisa Kordjamshidi 36 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 33 51 0 15 Jul 2023
Improved Compositional Generalization by Generating Demonstrations for Meta-Learning Sam Spilsbury Alexander Ilin 48 1 0 22 May 2023
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 41 1 0 22 Nov 2022
When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks Ankur Sikarwar Arkil Patel Navin Goyal ViT 33 10 0 23 Oct 2022
Compositional Generalization in Grounded Language Learning via Induced Model Sparsity Sam Spilsbury Alexander Ilin 16 7 0 06 Jul 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 21 6 0 09 Mar 2022
Improving Systematic Generalization Through Modularity and Augmentation Laura Ruis Brenden M. Lake 43 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 43 5 0 30 Nov 2021