ClimateBert: A Pretrained Language Model for Climate-Related Text

22 October 2021

Mathias Kraus

Papers citing "ClimateBert: A Pretrained Language Model for Climate-Related Text"

50 / 52 papers shown

Title
FineScope : Precision Pruning for Domain-Specialized Large Language Models Using SAE-Guided Self-Data Cultivation Chaitali Bhattacharyya Yeseong Kim 50 0 0 01 May 2025
ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics Deeksha Varshney Keane Ong Rui Mao Min Zhang G. Mengaldo 47 0 0 27 Apr 2025
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation Yangxinyu Xie Bowen Jiang Tanwi Mallick Joshua Bergerson John K Hutchison ... Robert B. Ross Yan Feng L. Levy Weijie J. Su Camillo J Taylor 47 1 0 24 Apr 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 85 0 0 02 Apr 2025
Information Retrieval for Climate Impact Maarten de Rijke Bart van den Hurk Flora Salim Alaa Al Khourdajie Nan Bai ... Edmund Totin Andrew Trotman Ramamurthy Valavandan Dereje Workneh Yangxinyu Xie SyDa 65 1 0 01 Apr 2025
CareerBERT: Matching Resumes to ESCO Jobs in a Shared Embedding Space for Generic Job Recommendations Julian Rosenberger Lukas Wolfrum Sven Weinzierl Mathias Kraus Patrick Zschech 60 0 0 03 Mar 2025
AtmosSci-Bench: Evaluating the Recent Advance of Large Language Model for Atmospheric Science Chenyue Li Wen Deng Mengqian Lu Binhang Yuan ELM AI4Cl LRM 90 0 0 03 Feb 2025
Surveying Attitudinal Alignment Between Large Language Models Vs. Humans Towards 17 Sustainable Development Goals Qingyang Wu Ying Xu Tingsong Xiao Yunze Xiao Yitong Li ... Yichi Zhang Shanghai Zhong Yuwei Zhang Wei Lu Yifan Yang 78 2 0 17 Jan 2025
Exploring Large Language Models for Climate Forecasting Yang Wang Hassan A. Karimi 72 3 0 20 Nov 2024
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events Yuanyuan Tian Wenwen Li Lei Hu Xinyu Chen Michael Brook Michael Brubaker Fan Zhang A. Liljedahl KELM 83 1 0 19 Nov 2024
Climate AI for Corporate Decarbonization Metrics Extraction Aditya Dave Mengchen Zhu Dapeng Hu Sachin Tiwari 38 0 0 05 Nov 2024
Dhoroni: Exploring Bengali Climate Change and Environmental Views with a Multi-Perspective News Dataset and Natural Language Processing Azmine Toushik Wasi Wahid Faisal Taj Ahmad Abdur Rahman Mst Rafia Islam 25 0 0 22 Oct 2024
On the Reliability of Large Language Models to Misinformed and Demographically-Informed Prompts Toluwani Aremu Oluwakemi Akinwehinmi Chukwuemeka Nwagu Syed Ishtiaque Ahmed Rita Orji Pedro Arnau Del Amo Abdulmotaleb El Saddik 29 0 0 06 Oct 2024
Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change Domain Francesca Grasso Stefano Locci 37 3 0 30 Aug 2024
Multilingual Models for Check-Worthy Social Media Posts Detection Sebastian Kula Michal Gregor 43 0 0 13 Aug 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack Xiaoyue Xu Qinyuan Ye Xiang Ren 56 6 0 23 Jul 2024
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics Ruiran Su J. Pierrehumbert 42 0 0 09 Jul 2024
WeatherQA: Can Multimodal Language Models Reason about Severe Weather? Chengqian Ma Zhanxiang Hua Alexandra Anderson-Frey Vikram Iyer Xin Liu Lianhui Qin 49 3 0 17 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 49 29 0 16 Jun 2024
Harnessing Business and Media Insights with Large Language Models Yujia Bao Ankit Parag Shah Neeru Narang Jonathan Rivers Rajeev Maksey ... Gyuhak Kim Dengpan Yin Don Hejna Mo Nomeli Wei Wei AIFin 59 3 0 02 Jun 2024
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings Robert Wolfe Isaac Slaughter Bin Han Bingbing Wen Yiwei Yang ... Bernease Herman E. Brown Zening Qu Nicholas Weber Bill Howe 48 4 0 27 May 2024
Interpretable Cross-Examination Technique (ICE-T): Using highly informative features to boost LLM performance Goran Muric Ben Delay Steven Minton 38 1 0 08 May 2024
On the Foundations of Earth and Climate Foundation Models Xiao Xiang Zhu Zhitong Xiong Yi Wang Adam J. Stewart Konrad Heidler Yuanyuan Wang Zhenghang Yuan Thomas Dujardin Qingsong Xu Yilei Shi AI4Cl AI4CE 39 21 0 07 May 2024
EcoVerse: An Annotated Twitter Dataset for Eco-Relevance Classification, Environmental Impact Analysis, and Stance Detection Francesca Grasso Stefano Locci G. Siragusa Luigi Di Caro 46 2 0 08 Apr 2024
Identifying Climate Targets in National Laws and Policies using Machine Learning Matyas Juhasz Tina Marchand Roshan Melwani Kalyan Dutia Sarah Goodenough Harrison Pim Henry Franks AILaw 40 0 0 03 Apr 2024
Z-AGI Labs at ClimateActivism 2024: Stance and Hate Event Detection on Social Media Nikhil Narayan Mrutyunjay Biswal 26 0 0 26 Feb 2024
Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA Marek Suppa Daniel Skala Daniela Jass Samuel Sucik Andrej Svec Peter Hraska 28 3 0 09 Feb 2024
Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures Tobias Schimanski Chiara Colesanti-Senni Glen Gostlow Jingwei Ni Ting Yu Markus Leippold 19 2 0 28 Dec 2023
Climate Change from Large Language Models Hongyin Zhu Prayag Tiwari ELM 41 7 0 19 Dec 2023
Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey Shengchao Chen Guodong Long Jing Jiang Dikai Liu Chengqi Zhang SyDa AI4CE 52 24 0 05 Dec 2023
ESG Accountability Made Easy: DocQA at Your Service Lokesh Mishra Cesar Berrospi K. Dinkla Diego Antognini Francesco Fusco ... Panagiotis Vagenas Lucas Morin Christoph Auer Michele Dolfi Peter W. J. Staar 30 3 0 30 Nov 2023
Leveraging Language Models to Detect Greenwashing Avalon Vinella Margaret Capetz Rebecca Pattichis Christina Chance Reshmi Ghosh 21 1 0 30 Oct 2023
ClimateNLP: Analyzing Public Sentiment Towards Climate Change Using Natural Language Processing Ajay Krishnan V. Anoop 29 7 0 12 Oct 2023
ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets Tobias Schimanski J. Bingler Camilla Hyslop Mathias Kraus Markus Leippold 18 20 0 12 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 69 48 0 09 Oct 2023
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano 28 10 0 09 Oct 2023
Assessing Large Language Models on Climate Information Jannis Bulian Mike S. Schäfer Afra Amini Heidi Lam Massimiliano Ciaramita ... Michelle Chen Huebscher Christian Buck Niels G. Mede Markus Leippold Nadine Strauss ELM 25 22 0 04 Oct 2023
Harnessing the Web and Knowledge Graphs for Automated Impact Investing Scoring Qingzhi Hu Daniel Daza L. Swinkels Kristina Usait.e R. Hoen Paul T. Groth 22 0 0 04 Aug 2023
Supply chain emission estimation using large language models A. Jain Manikandan Padmanaban J. Hazra S. Godbole Kommy Weldemariam 26 1 0 03 Aug 2023
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools Jingwei Ni J. Bingler Chiara Colesanti-Senni Mathias Kraus Glen Gostlow ... Qian Wang Nicolas Webersinke Tobias Wekhof Ting Yu Markus Leippold 37 29 0 28 Jul 2023
Scientific Fact-Checking: A Survey of Resources and Approaches Juraj Vladika Florian Matthes HILM 44 42 0 26 May 2023
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews Hye Sun Yun Iain J. Marshall T. Trikalinos Byron C. Wallace 26 17 0 19 May 2023
Generative Pre-trained Transformer: A Comprehensive Review on Enabling Technologies, Potential Applications, Emerging Challenges, and Future Directions Gokul Yenduri M. Ramalingam G. C. Selvi Y. Supriya Gautam Srivastava ... Rutvij H. Jhaveri B. Prabadevi Weizheng Wang Athanasios V. Vasilakos Thippa Reddy Gadekallu AI4CE LM&MA 28 168 0 11 May 2023
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 32 67 0 11 Apr 2023
Enhancing Large Language Models with Climate Resources Mathias Kraus J. Bingler Markus Leippold Tobias Schimanski Chiara Colesanti-Senni Dominik Stammbach S. Vaghefi Nicolas Webersinke 36 21 0 31 Mar 2023
Fine-tuning ClimateBert transformer with ClimaText for the disclosure analysis of climate-related financial risks Eduardo C. Garrido-Merchán Cristina González-Barthe Maria Coronado Vaca 34 6 0 21 Mar 2023
Evaluating TCFD Reporting: A New Application of Zero-Shot Analysis to Climate-Related Financial Disclosures Alix Auzepy Elena Tönjes David Lenz C. Funk 33 5 0 01 Feb 2023
Towards Answering Climate Questionnaires from Unstructured Climate Reports Daniel M. Spokoyny Tanmay Laud Thomas W. Corringham Taylor Berg-Kirkpatrick 13 6 0 11 Jan 2023
CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text Babak Jalalzadeh Hasan A. BellSadid 18 7 0 01 Dec 2022
Environmental Claim Detection Dominik Stammbach Nicolas Webersinke J. Bingler Mathias Kraus Markus Leippold 26 11 0 01 Sep 2022