Eric Li

A delayed deep reservoir computer for dynamical modelling

2023 · Research Square

Abstract Reservoir computing is an effective machine learning paradigm. We propose a new reservoir computing called delayed deep reservoir computer (DDRC), DDRC is based on feedforward neural networks (FNNs), the input of the current time …

Scaling Instruction-Finetuned Language Models

2022 · arXiv (Cornell University)

Finetuning language models on a collection of datasets phrased as instructions has been shown to improve model performance and generalization to unseen tasks. In this paper we explore instruction finetuning with a particular focus on …