Detecting Environmental, Social and Governance (ESG) Topics Using Domain-Specific Language Models and Data Augmentation

Timothy Nugent, Nicole Stelea, Jochen L. Leidner. Detecting Environmental, Social and Governance (ESG) Topics Using Domain-Specific Language Models and Data Augmentation. In Troels Andreasen, Guy De Tré, Janusz Kacprzyk, Henrik Legind Larsen, Gloria Bordogna, Slawomir Zadrozny, editors, Flexible Query Answering Systems - 14th International Conference, FQAS 2021, Bratislava, Slovakia, September 19-24, 2021, Proceedings. Volume 12871 of Lecture Notes in Computer Science, pages 157-169, Springer, 2021. [doi]

@inproceedings{NugentSL21,
  title = {Detecting Environmental, Social and Governance (ESG) Topics Using Domain-Specific Language Models and Data Augmentation},
  author = {Timothy Nugent and Nicole Stelea and Jochen L. Leidner},
  year = {2021},
  doi = {10.1007/978-3-030-86967-0_12},
  url = {https://doi.org/10.1007/978-3-030-86967-0_12},
  researchr = {https://researchr.org/publication/NugentSL21},
  cites = {0},
  citedby = {0},
  pages = {157-169},
  booktitle = {Flexible Query Answering Systems - 14th International Conference, FQAS 2021, Bratislava, Slovakia, September 19-24, 2021, Proceedings},
  editor = {Troels Andreasen and Guy De Tré and Janusz Kacprzyk and Henrik Legind Larsen and Gloria Bordogna and Slawomir Zadrozny},
  volume = {12871},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-86967-0},
}