IEEE

An Optimized Model With Encoder-Decoder ConvLSTM for Global Ionospheric Forecasting

Abstract: The ionosphere is vital for satellite navigation and radio communication, but observational limitations necessitate ionospheric forecasting. The least squares collocation (LSC) method is ...
ascopubs.org

SmokeBERT: A Bidirectional Encoder Representations From Transformers–Based Model for Quantitative Smoking History Extraction From Clinical Narratives to Improve Lung Cancer ...

We cross-validated four pretrained Bidirectional Encoder Representations from Transformers (BERT)–based models—BERT, BioBERT, ClinicalBERT, and MedBERT—by fine-tuning them on 90% of 3,261 sentences ...
GitHub

Official implementation of "Disentanglement with Factor Quantized Variational Autoencoders"

blocks: Consists of building blocks of the architecture. configs/{dataset_name}: Consists of model specific configuration files for each dataset. data: Consists of data loader files. decoders: ...

The 12 Research Papers That Influenced AI Development Over The Last 6 Years

Over the past six years, artificial intelligence has been significantly influenced by 12 foundational research papers. One ...
IEEE

Research on the Enhanced DistilBERT Model for NLP-Based Text Analysis

Abstract: In this study, deep sentiment analysis of social media text data is conducted using DistilBERT, a deep learning model, and the results are compared with those derived from traditional ...