Search Results for author: Duane R. Verner

Found 3 papers, 0 papers with code

WildfireGPT: Tailored Large Language Model for Wildfire Analysis

no code implementations12 Feb 2024 Yangxinyu Xie, Tanwi Mallick, Joshua David Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie Su

The recent advancement of large language models (LLMs) represents a transformational capability at the frontier of artificial intelligence (AI) and machine learning (ML).

Language Modelling Large Language Model

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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