Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization

20 May 2023

Papers citing "Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization"

9 / 9 papers shown

Title
Learning to Substitute Components for Compositional Generalization Z. Li Gangwei Jiang Chenwang Wu Ying Wei Defu Lian Enhong Chen 52 0 0 28 Feb 2025
Layer-wise Representation Fusion for Compositional Generalization Yafang Zheng Lei Lin Shantao Liu Binling Wang Zhaohong Lai Wenhao Rao Biao Fu Yidong Chen Xiaodon Shi AI4CE 4 2 0 20 Jul 2023
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing Francesco Cazzaro Davide Locatelli A. Quattoni X. Carreras 6 4 0 10 Oct 2022
Improving Systematic Generalization Through Modularity and Augmentation Laura Ruis Brenden Lake 30 13 0 22 Feb 2022
Inducing Transformer's Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks Yichen Jiang Mohit Bansal 87 25 0 30 Sep 2021
The paradox of the compositionality of natural language: a neural machine translation case study Verna Dankers Elia Bruni Dieuwke Hupkes CoGe 155 75 0 12 Aug 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 181 36 0 14 Jul 2021
On Compositional Generalization of Neural Machine Translation Yafu Li Yongjing Yin Yulong Chen Yue Zhang 145 44 0 31 May 2021
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 179 181 0 03 Sep 2019