Siyuan Lu

IBM PAIRS curated big data service for accelerated geospatial data analytics and discovery

2016

IBM's Physical Analytics Integrated Data Repository and Services (PAIRS) is a geospatial Big Data service. PAIRS contains a massive amount of curated geospatial (or more precisely spatio-temporal) data from a large number of public and …

Elbert: Fast Albert with Confidence-Window Based Early Exit

2021 · arXiv (Cornell University)

Despite the great success in Natural Language Processing (NLP) area, large pre-trained language models like BERT are not well-suited for resource-constrained or real-time applications owing to the large number of parameters and slow inference speed. …