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  4. Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering
 
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July 1, 2022
Conference Paper
Title

Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering

Abstract
Climate change has a severe impact on the overall ecosystem of the whole world, including humankind. This demo paper presents Climate Bot - a machine reading comprehension system for question answering over documents about climate change. The proposed Climate Bot provides an interface for users to ask questions in natural language and get answers from reliable data sources. The purpose of the climate bot is to spread awareness about climate change and help individuals and communities to learn about the impact and challenges of climate change. Additionally, we open-sourced an annotated climate change dataset CCMRC to promote further research on the topic. This paper describes the dataset collection, annotation, system design, and evaluation.
Author(s)
Rony, Md Rashad Al Hasan
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Zuo, Ying
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Kovriguina, Liubov
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Teucher, Roman  
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Lehmann, Jens  
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Mainwork
Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022. Proceedings  
Project(s)
Aufbau einer führenden Sprachassistenzplattform "Made in Germany"  
Aufbau eines Gaia-X Knotens für große KI-Sprachmodelle und innovative Sprachapplikations-Services  
ML2R  
Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization  
Funder
Bundesministerium für Wirtschaft und Klimaschutz -BMWK-
Bundesministerium für Wirtschaft und Klimaschutz -BMWK-
Bundesministerium für Bildung und Forschung -BMBF-
EU Horizon 2020
Conference
International Joint Conference on Artificial Intelligence 2022  
DOI
10.24963/ijcai.2022/729
Additional full text version
Landing Page
Language
English
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Keyword(s)
  • Natural Language Processing: Question Answering

  • Natural Language Processing: Applications

  • Natural Language Processing: Dialogue and Interactive Systems

  • Natural Language Processing: Information Extraction

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