Transcoding compositionally: using attention to find more generalizable
solutions

Transcoding compositionally: using attention to find more generalizable solutions

4 June 2019

Verna Dankers

Papers citing "Transcoding compositionally: using attention to find more generalizable solutions"

7 / 7 papers shown

Title
Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments Danial Kamali Parisa Kordjamshidi 31 1 0 07 Nov 2023
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 32 2 0 20 Jul 2023
Categorizing Semantic Representations for Neural Machine Translation Yongjing Yin Yafu Li Fandong Meng Jie Zhou Yue Zhang 16 6 0 13 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 108 93 0 06 Oct 2022
The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization Róbert Csordás Kazuki Irie Jürgen Schmidhuber AI4CE 25 55 0 14 Oct 2021
The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers Róbert Csordás Kazuki Irie Jürgen Schmidhuber ViT 23 128 0 26 Aug 2021
On the Realization of Compositionality in Neural Networks Joris Baan Jana Leible Mitja Nikolaus David Rau Dennis Ulmer Tim Baumgärtner Dieuwke Hupkes Elia Bruni CoGe 15 16 0 04 Jun 2019