When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks

23 October 2022

Papers citing "When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks"

6 / 6 papers shown

Title
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
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation Zhengxuan Wu Christopher D. Manning Christopher Potts 29 22 0 24 Mar 2023
ReaSCAN: Compositional Reasoning in Language Grounding Zhengxuan Wu Elisa Kreiss Desmond C. Ong Christopher Potts CoGe LRM 21 22 0 18 Sep 2021
Learning Algebraic Recombination for Compositional Generalization Chenyao Liu Shengnan An Zeqi Lin Qian Liu Bei Chen Jian-Guang Lou Lijie Wen Nanning Zheng Dongmei Zhang CoGe 191 36 0 14 Jul 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 226 404 0 24 Feb 2021