Z Allen-Zhu, Y Li - arXiv preprint arXiv:2305.13673, 2023 - arxiv.org
We design experiments to study $\textit {how} $ generative language models, like GPT, learn context-free grammars (CFGs)--diverse language systems with a tree-like structure capturing …
Fine-tuning large pre-trained models has become the de facto strategy for developing both task-specific and general-purpose machine learning systems, including developing models …
R Pramanik, R Sikdar, R Sarkar - Engineering Applications of Artificial …, 2023 - Elsevier
In today's era, one of the important applications of Artificial Intelligence (AI) is Human Activity Recognition (HAR). It has a wide range of applicability in health monitoring for patients with …
The daily reference evapotranspiration (ET o) must be accurately forecasted to improve real- time irrigation scheduling and decision-making for water resources allocation. In this study …
Y Kang, Y Xu, X Wang, B Pu, X Yang… - Briefings in …, 2023 - academic.oup.com
Motivation Biological experimental approaches to protein–protein interaction (PPI) site prediction are critical for understanding the mechanisms of biochemical processes but are …
G Zhao, Z Wang, Y Huang, H Zhang, X Ma - Sensors, 2022 - mdpi.com
When tracking maneuvering targets, recurrent neural networks (RNNs), especially long short- term memory (LSTM) networks, are widely applied to sequentially capture the motion states …
Energy consumption in buildings increases with the failures of equipment involved in the energy exchange, and control networks in buildings. One of the ways to remedy this issue is …
H Shi, Y Gu, Y Zhou, B Zhao, S Gao… - … on Machine Learning, 2023 - proceedings.mlr.press
User embeddings (vectorized representations of a user) are essential in recommendation systems. Numerous approaches have been proposed to construct a representation for the …
Over the past decade, Artificial Intelligence (AI) has had great success recently and is being used in a wide range of academic and industrial fields. More recently, Large Language …