NLPExplorer

ClimateNLP - 2024

Total Papers:- 21

Total Papers accross all years:- 21

Total Citations :- 0

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Assessing the Effectiveness of GPT-4o in Climate Change Evidence Synthesis and Systematic Assessments: Preliminary Insights

Elphin Joe | Sai Koneru | Christine Kirchhoff |

Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics

Ruiran Su | Janet Pierrehumbert |

CLIMATELI: Evaluating Entity Linking on Climate Change Data

Shijia Zhou | Siyao Peng | Barbara Plank |

My Climate Advisor: An Application of NLP in Climate Adaptation for Agriculture

Vincent Nguyen | Sarvnaz Karimi | Willow Hallgren | Ashley Harkin | Mahesh Prakash |

Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs

Lokesh Mishra | Sohayl Dhibi | Yusik Kim | Cesar Berrospi Ramis | Shubham Gupta | Michele Dolfi | Peter Staar |

Challenges in End-to-End Policy Extraction from Climate Action Plans

Nupoor Gandhi | Tom Corringham | Emma Strubell |

SDG target detection in environmental reports using Retrieval-augmented Generation with LLMs

Dario Garigliotti |

LEAF: Predicting the Environmental Impact of Food Products based on their Name

Bas Krahmer |

Informing climate risk analysis using textual information - A research agenda

Andreas Dimmelmeier | Hendrik Doll | Malte Schierholz | Emily Kormanyos | Maurice Fehr | Bolei Ma | Jacob Beck | Alexander Fraser | Frauke Kreuter |

Aligning Unstructured Paris Agreement Climate Plans with Sustainable Development Goals

Daniel Spokoyny | Janelle Cai | Tom Corringham | Taylor Berg-Kirkpatrick |

Unlearning Climate Misinformation in Large Language Models

Michael Fore | Simranjit Singh | Chaehong Lee | Amritanshu Pandey | Antonios Anastasopoulos | Dimitrios Stamoulis |

Granular Analysis of Social Media Users’ Truthfulness Stances Toward Climate Change Factual Claims

Haiqi Zhang | Zhengyuan Zhu | Zeyu Zhang | Jacob Devasier | Chengkai Li |

Using LLMs to Build a Database of Climate Extreme Impacts

Ni Li | Shorouq Zahra | Mariana Brito | Clare Flynn | Olof Görnerup | Koffi Worou | Murathan Kurfali | Chanjuan Meng | Wim Thiery | Jakob Zscheischler | Gabriele Messori | Joakim Nivre |

Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology

Aida Usmanova | Ricardo Usbeck |

Generative Debunking of Climate Misinformation

Francisco Zanartu | Yulia Otmakhova | John Cook | Lea Frermann |

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