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Recent advancement of large language models (LLMs) represents a transformational capability at the frontier of artificial intelligence.
Dynamics of a managed oak woodland in northeastern illinois
Amanda B Stan, Lesley S Rigg, and Linda S Jones · 2006
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Sentence-bert: Sentence embeddings using siamese bert-networks
Nils Reimers and Iryna Gurevych · 2019
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Billion-scale similarity search with gpus
Jeff Johnson, Matthijs Douze, and Hervé Jégou · 2019
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Retrieval-augmented generation for knowledge-intensive nlp tasks
Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, et al · 2020
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Risks and benefits of large language models for the environment
Matthias C Rillig, Marlene Ågerstrand, Mohan Bi, Kenneth A Gould, and Uli Sauerland · 2023
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Assessing large language models on climate information
Jannis Bulian, Mike S Schäfer, Afra Amini, Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Huebscher, Christian Buck, Niels Mede, Markus Leippold, et al · 2023
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Foundation models for weather and climate data understanding: A comprehensive survey
Shengchao Chen, Guodong Long, Jing Jiang, Dikai Liu, and Chengqi Zhang · 2023
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Toolformer: Language models can teach themselves to use tools
Timo Schick, Jane Dwivedi-Yu, Roberto Dessì, Roberta Raileanu, Maria Lomeli, Luke Zettlemoyer, Nicola Cancedda, and Thomas Scialom · 2023
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Toolllm: Facilitating large language models to master 16000+ real-world apis
Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, et al · 2023
Earlier work this paper cites.
Enhancing large language models with climate resources
Mathias Kraus, Julia Anna Bingler, Markus Leippold, Tobias Schimanski, Chiara Colesanti Senni, Dominik Stammbach, Saeid Ashraf Vaghefi, and Nicolas Webersinke · 2023
Cited alongside, same era.
Chatclimate: Grounding conversational ai in climate science
Saeid Ashraf Vaghefi, Dominik Stammbach, Veruska Muccione, Julia Bingler, Jingwei Ni, Mathias Kraus, Simon Allen, Chiara Colesanti-Senni, Tobias Wekhof, Tobias Schimanski, et al · 2023
Cited alongside, same era.
Retrieval-augmented generation for large language models: A survey
Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, and Haofen Wang · 2023
Cited alongside, same era.
Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al · 2023
Cited alongside, same era.
Climate risk & resilience portal (climrr), 2022
Argonne National Laboratory · 2024
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Wildland fire incident locations
National Interagency Fire Center (NIFC) · 2024
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NOAA/WDS Paleoclimatology - North American Tree-ring Fire Scar Synthesis (NAFSS)
E.Q. Margolis and C.H. Guiterman · 2024
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Understanding the impact of climate change on critical infrastructure through nlp analysis of scientific literature
Tanwi Mallick, Joshua David Bergerson, Duane R Verner, John K Hutchison, Leslie-Anne Levy, and Prasanna Balaprakash · 2024
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Analyzing regional impacts of climate change using natural language processing techniques
Tanwi Mallick, John Murphy, Joshua David Bergerson, Duane R Verner, John K Hutchison, and Leslie-Anne Levy · 2024
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https://www.streamlit.io/
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Oxygenerator: Reconstructing global ocean deoxygenation over a century with deep learning
Bin Lu, Ze Zhao, Luyu Han, Xiaoying Gan, Yuntao Zhou, Lei Zhou, Luoyi Fu, Xinbing Wang, Chenghu Zhou, and Jing Zhang · 2024
Cited alongside, same era.
Generative ai tools can enhance climate literacy but must be checked for biases and inaccuracies
Carmen Atkins, Gina Girgente, Manoochehr Shirzaei, and Junghwan Kim · 2024
Cited alongside, same era.
Multi-modal and multi-agent systems meet rationality: A survey
Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang, Weijie J Su, Camillo J Taylor, and Tanwi Mallick · 2024
Cited alongside, same era.
Climategpt: Towards ai synthesizing interdisciplinary research on climate change
David Thulke, Yingbo Gao, Petrus Pelser, Rein Brune, Rricha Jalota, Floris Fok, Michael Ramos, Ian van Wyk, Abdallah Nasir, Hayden Goldstein, et al · 2024
Cited alongside, same era.
Simulating climate change discussion with large language models: Considerations for science communication at scale
Ha Nguyen, Victoria Nguyen, Saríah López-Fierro, Sara Ludovise, and Rossella Santagata · 2024
Cited alongside, same era.
Streamlit · 2024
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Integrated reporting of wildfire information (irwin)
Wildfire.gov · 2024
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Understanding the impact of climate change on critical infrastructure through nlp analysis of scientific literature
Tanwi Mallick, Joshua David Bergerson, Duane R Verner, John K Hutchison, Leslie-Anne Levy, and Prasanna Balaprakash · 2024
Closest in time.