ClimateNLP 2024

ClimateNLP 2024 happens at ACL 2024, Bangkok, where 20 high-quality submissions were presented. See [Openreview] and [Proceeding].

Timeline

Event Date
Submissions Open February 5th, 2024
Submission Deadline May 24, 2024
Acceptance Notification June 17, 2024
Camera-Ready Deadline July 1, 2024
Workshop Date August 16th, 2024

Keynote Speakers

Angel Hsu

Dr. Angel Hsu is an Assoicate Professor of Public Policy and the Environment at UNC-Chapel Hill. She is the founder and director of the Data-Driven EnviroLab. Her research explores the intersection of science and policy and the use of data-driven approaches to understand environmental sustainability, particularly for climate change and energy, urbanization and air quality. Her research applies data from satellite remote sensing and other spatially-explicit sources to evaluate environmental policy performance. She was a contributing author to the IPCC 6th Assessment Report and a nominated expert for the forthcoming IPCC Special Report on Cities. She has a Ph.D. in Environmental Policy from Yale University and was formerly an Assistant Professor of Environmental Studies at Yale-NUS College in Singapore.

Gaku Mori

Gaku Morio is a researcher at Hitachi America, Ltd., and also a Visiting Scholar at Stanford University. Over the past few years, his focus has been on argument mining and its applications. Recently, his interests include the development of datasets, tasks, and models within the context of sustainability, especially with a focus on the basis of greenwashing detection.

David Thulke

David Thulke is a PhD candidate in the Machine Learning and Human Language Technology group at RWTH Aachen University and a language processing scientist at AppTek. His research focuses on advancing foundation models and their application to different natural language understanding and generation tasks. Notably, he focuses on increasing the factuality of language generation models among others using retrieval augmented generation. He is one of the main scientists involved in the ClimateGPT project, which developed domain-specific large language models synthesizing interdisciplinary research on climate change.

Program

9:00 am Opening Remarks
9:05 am Session 1
9:05 am Keynote Speech by Angel Hsu
9:30 am Oral Presentation 1
9:30 am - My Climate Advisor: An Application of NLP in Climate Adaptation for Agriculture
9:40 am - Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs
9:50 am - Envisioning NLP for intercultural climate communication
10:00 am Poster Session 1
10:45 am Coffee Break
11:00 am Session 2
11:00 am Session 2 Introduction
11:05 am Keynote Speech by Gaku Morio
11:30 am Panel Discussion - Future of ClimateNLP
12:00 pm Lunch Break
1:30 pm Session 3
1:30 pm Session 3 Introduction
1:35 pm Keynote Speech by David Thulke
2:00 pm Oral Presentation 2
2:00 pm - LEAF: Predicting the Environmental Impact of Food Products based on their Name
2:10 pm - Using LLMs to Build a Database of Climate Extreme Impacts
2:20 pm - Generative Debunking of Climate Misinformation
2:30 pm Question-Guided Open Discussion
3:00 pm Poster Session 2
3:45 pm Coffee Break
4:00 pm Session 4
4:00 pm Session 4 Introduction
4:05 pm Keynote Speech by Markus Leippold
4:30 pm Open Discussion & Closing Remarks