The official repository for our paper "The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers". We significantly improve the systematic generalization of transformer models on a variety of datasets using simple tricks and careful considerations.
The official repository for our paper "The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization".
This repository is for the paper Revisit Systematic Generalization via Meaningful Learning In Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, pages 62–79, Abu Dhabi, United Arab Emirates (Hybrid). Association for Computational Linguistics.
Official implementation of ICLR 2023 paper "A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics"
Code repository for reproducing the experiments from the paper: "On the Specialization of Neural Modules"
Add a description, image, and links to the systematic-generalization topic page so that developers can more easily learn about it.
To associate your repository with the systematic-generalization topic, visit your repo's landing page and select "manage topics."