Search Results for author: John K Hutchison

Found 2 papers, 0 papers with code

Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques

no code implementations11 Jan 2024 Tanwi Mallick, John Murphy, Joshua David Bergerson, Duane R. Verner, John K Hutchison, Leslie-Anne Levy

Understanding the multifaceted effects of climate change across diverse geographic locations is crucial for timely adaptation and the development of effective mitigation strategies.

named-entity-recognition Named Entity Recognition +1

Analyzing the impact of climate change on critical infrastructure from the scientific literature: A weakly supervised NLP approach

no code implementations3 Feb 2023 Tanwi Mallick, Joshua David Bergerson, Duane R. Verner, John K Hutchison, Leslie-Anne Levy, Prasanna Balaprakash

In comparison with a months-long process of subject-matter expert labeling, we assign category labels to the whole corpus using weak supervision and supervised learning in about 13 hours.

Decision Making Semantic Similarity +1

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