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This repo includes the data and code for the demo paper with the title, Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering

Data:

  • The proposed CCMRC data can be found in /data/CCMRC/
  • Tha human evaluation scores are available at /data/human-evaluation/
  • The evaluation guideline is available at /data/docs/

Code

Code is waiting for the approval .... ⏰

Dataset

Dataset card also available in Huggingface 🤗 https://huggingface.co/datasets/rony/climate-change-MRC.

Demo

A video demo of this work is made available on Youtube

Citation

If you find the data and code useful, please cite this work:

@inproceedings{ijcai2022p729,
  title     = {Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering},
  author    = {Rony, Md Rashad Al Hasan and Zuo, Ying and Kovriguina, Liubov and Teucher, Roman and Lehmann, Jens},
  booktitle = {Proceedings of the Thirty-First International Joint Conference on
               Artificial Intelligence, {IJCAI-22}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Lud De Raedt},
  pages     = {5249--5252},
  year      = {2022},
  month     = {7},
  note      = {AI for Good - Demos},
  doi       = {10.24963/ijcai.2022/729},
  url       = {https://doi.org/10.24963/ijcai.2022/729},
}