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The rise of Large Language Models (LLMs) has raised questions about their ability to understand climate-related contexts.
A cofficient of agreement for nominal scales
Jacob Cohen. 1960 · 1960
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The discourse of climate change: A corpus-based approach
Reiner Grundmann and Ramesh Krishnamurthy. 2010 · 2010
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Climate change and the imagination
Kathryn Yusoff and Jennifer Gabrys. 2011 · 2011
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Imagehash: A python perceptual image hashing module
Johannes Buchner. 2013 · 2013
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Langdetect: Port of google’s language-detection library to python
Nakatani Shuyo. 2014 · 2014
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spaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing
Matthew Honnibal and Ines Montani. 2017 · 2017
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Global warming of 1.5 c
Projected Climate Change. 2018 · 2018
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More than meets the eye: A longitudinal analysis of climate change imagery in the print media
Saffron O’Neill. 2020 · 2020
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Mpnet: Masked and permuted pre-training for language understanding
Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, and Tie-Yan Liu. 2020 · 2020
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Online misinformation about climate change
Kathie M d’I Treen, Hywel TP Williams, and Saffron J O’Neill. 2020 · 2020
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Making peace with nature: a scientific blueprint to tackle the climate, biodiversity and pollution emergencies
Ivar A Baste and 1 others. 2021 · 2021
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A systematic global stocktake of evidence on human adaptation to climate change
Lea Berrang-Ford, AR Siders, Alexandra Lesnikowski, Alexandra Paige Fischer, Max W Callaghan, Neal R Haddaway, Katharine J Mach, Malcolm Araos, Mohammad Aminur Rahman Shah, Mia Wannewitz, and 1 others. 2021 · 2021
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, and 1 others. 2021 · 2021
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Climatebert: A pretrained language model for climate-related nlp tasks
N. et al. Webersinke. 2021 · 2021
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Climate change memes on social media: Engagement, moderation, and skepticism
A. et al. Kovacheva. 2022 · 2022
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Social engagement with climate change: principles for effective visual representation on social media
Bienvenido León, Samuel Negredo, and María Carmen Erviti. 2022 · 2022
Cited alongside, same era.
Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation
Junnan Li, Dongxu Li, Caiming Xiong, and Steven Hoi. 2022 · 2022
Cited alongside, same era.
GPT 3.5 Turbo
OpenAI. 2022 · 2022
Cited alongside, same era.
Role of Social Media in Enhancing Climate Change Literacy Among Egyptian Users
Manar Mohamed Abdallah and Mostafa Youssef. 2023 · 2023
Cited alongside, same era.
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 G Mede, Markus Leippold, and 1 others. 2023 · 2023
Cited alongside, same era.
Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey, Abhishek Kadian, Ahmad Al-Dahle, Aiesha Letman, Akhil Mathur, Alan Schelten, Amy Yang, Angela Fan, and 1 others. 2024 · 2024
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How do social media platforms shape the public perception and support of policy issues and initiatives in climate change?
Muhammad Waqas Farooq, Abdul Rauf, Raja Irfan Sabir, Faiza Nawaz, and 1 others. 2024 · 2024
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Aaron Hurst, Adam Lerer, Adam P Goucher, Adam Perelman, Aditya Ramesh, Aidan Clark, AJ Ostrow, Akila Welihinda, Alan Hayes, Alec Radford, and 1 others. 2024 · 2024
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Science vs. social media: Why climate change denial still thrives online
USA TODAY Jessica Guynn. 2024 · 2024
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Multimodal media: Framing climate change
Barbara Dancygier. 2023 · 2023
Cited alongside, same era.
The effect of social network sites usage in climate change awareness in latin america
Amalia Gómez-Casillas and Victoria Gómez Márquez. 2023 · 2023
Cited alongside, same era.
The chronicles of chatgpt: Generating and evaluating visual novel narratives on climate change through chatgpt
Mustafa Can Gursesli, Pittawat Taveekitworachai, Febri Abdullah, Mury F Dewantoro, Antonio Lanata, Andrea Guazzini, Van Khôi Lê, Adrien Villars, and Ruck Thawonmas. 2023 · 2023
Cited alongside, same era.
The Impact of Social Media Influence on Attitudes toward Sustainable Consumption "A Mediation Analysis of Climate Change Awareness" An applied Study on Higher Education Students in Egypt
Mona Hamed Mussa. 2023 · 2023
Cited alongside, same era.
Multimodal climate change prediction in a monsoon climate
Sankaralingam Mohan and Akash Sinha. 2023 · 2023
Cited alongside, same era.
An nlp benchmark dataset for assessing corporate climate policy engagement
Gaku Morio and Christopher D Manning. 2023 · 2023
Cited alongside, same era.
Chatreport: Democratizing sustainability disclosure analysis through llm-based tools
Jingwei Ni, Julia Bingler, Chiara Colesanti-Senni, Mathias Kraus, Glen Gostlow, Tobias Schimanski, Dominik Stammbach, Saeid Ashraf Vaghefi, Qian Wang, Nicolas Webersinke, and 1 others. 2023 · 2023
Cited alongside, same era.
Elphin Tom Joe, Sai Dileep Koneru, and Christine J Kirchhoff. 2024 · 2024
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My climate advisor: An application of nlp in climate adaptation for agriculture
Vincent Nguyen, Sarvnaz Karimi, Willow Hallgren, Ashley Harkin, and Mahesh Prakash. 2024 · 2024
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Greenscreen: A multimodal dataset for detecting corporate greenwashing in the wild
Ujjwal Sharma, Stevan Rudinac, Joris Demmers, Willemijn van Dolen, and Marcel Worring. 2024 · 2024
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The abcs of ai and environmental misinformation
DeSmog Stella Levantesi. 2024 · 2024
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Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context (2024)
G Gemini Team. 2024 · 2024
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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, and 1 others. 2024 · 2024
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An Yang, Baosong Yang, Beichen Zhang, Binyuan Hui, Bo Zheng, Bowen Yu, Chengyuan Li, Dayiheng Liu, Fei Huang, Haoran Wei, and 1 others. 2024 · 2024
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Yars: Yet another reddit scraper
YARS. 2024 · 2024
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Large scale narrative messaging around climate change: A cross-cultural comparison
Haiqi Zhou, David Hobson, Derek Ruths, and Andrew Piper. 2024 · 2024
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Janus-pro: Unified multimodal understanding and generation with data and model scaling
Xiaokang Chen, Zhiyu Wu, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, and Chong Ruan. 2025 · 2025
Closest in time.
Twikit: A simple twitter api scraper
Twikit. 2025 · 2025
Closest in time.