Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments

7 November 2023

Papers citing "Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments"

10 / 10 papers shown

Title
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? Linlu Qiu Hexiang Hu Bowen Zhang Peter Shaw Fei Sha 78 21 0 25 Sep 2021
Improving Compositional Generalization in Classification Tasks via Structure Annotations Juyong Kim Pradeep Ravikumar Joshua Ainslie Santiago Ontañón CoGe 76 18 0 19 Jun 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 85 187 0 24 Oct 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 62 282 0 12 Oct 2020
Systematic Generalization on gSCAN with Language Conditioned Embedding Tong Gao Qi Huang Raymond J. Mooney 62 22 0 11 Sep 2020
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding Yen-Ling Kuo Boris Katz Andrei Barbu 84 22 0 06 Aug 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 260 1,698 0 16 Mar 2020
Transcoding compositionally: using attention to find more generalizable solutions K. Korrel Dieuwke Hupkes Verna Dankers Elia Bruni 56 31 0 04 Jun 2019
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao Chuang Gan Pushmeet Kohli J. Tenenbaum Jiajun Wu NAI 142 704 0 26 Apr 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 91 234 0 21 Apr 2019