Compositional Networks Enable Systematic Generalization for Grounded Language Understanding

6 August 2020

Papers citing "Compositional Networks Enable Systematic Generalization for Grounded Language Understanding"

9 / 9 papers shown

Title
Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments Danial Kamali Parisa Kordjamshidi 36 1 0 07 Nov 2023
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling Kolby Nottingham Prithviraj Ammanabrolu Alane Suhr Yejin Choi Hannaneh Hajishirzi Sameer Singh Roy Fox LLMAG LM&Ro 44 77 0 28 Jan 2023
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 38 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
Improving Systematic Generalization Through Modularity and Augmentation Laura Ruis Brenden Lake 43 16 0 22 Feb 2022
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? Linlu Qiu Hexiang Hu Bowen Zhang Peter Shaw Fei Sha 25 21 0 25 Sep 2021
Systematic Generalization on gSCAN with Language Conditioned Embedding Tong Gao Qi Huang Raymond J. Mooney 16 22 0 11 Sep 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 207 1,654 0 16 Mar 2020
Neural Modular Control for Embodied Question Answering Abhishek Das Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 132 127 0 26 Oct 2018