Search: onr:"swepub:oai:research.chalmers.se:51caa450-98d4-4d7b-929d-8df0abad8caa" > climateBUG: A data-...
Fältnamn | Indikatorer | Metadata |
---|---|---|
000 | 04158naa a2200589 4500 | |
001 | oai:research.chalmers.se:51caa450-98d4-4d7b-929d-8df0abad8caa | |
003 | SwePub | |
008 | 230122s2024 | |||||||||||000 ||eng| | |
009 | oai:gup.ub.gu.se/334264 | |
024 | 7 | a https://doi.org/10.1016/j.eswa.2023.1221622 DOI |
024 | 7 | a https://research.chalmers.se/publication/5342752 URI |
024 | 7 | a https://gup.ub.gu.se/publication/3342642 URI |
040 | a (SwePub)cthd (SwePub)gu | |
041 | a engb eng | |
042 | 9 SwePub | |
072 | 7 | a art2 swepub-publicationtype |
072 | 7 | a ref2 swepub-contenttype |
100 | 1 | a Yu, Yinan,d 1985u Chalmers tekniska högskola,Chalmers University of Technology4 aut0 (Swepub:cth)yinan |
245 | 1 0 | a climateBUG: A data-driven framework for analyzing bank reporting through a climate lens |
264 | 1 | c 2024 |
338 | a electronic2 rdacarrier | |
520 | a This paper applies computational linguistics learning methods to the banking industry and climate change fields. We introduce our data-driven framework, climateBUG, with the aim of detecting latent information about how banks discuss their activities related to climate change using natural language processing (NLP). This framework consists of an ingestion pipeline, a configurable database, and a set of API’s. In addition, climateBUG offers two standalone components, namely a unique annotated corpus of approximately 1.1M statements from EU banks’ annual and sustainability reporting and a deep learning model adapted to the semantics of the corpus. When benchmarking on classification performance, our model outperforms other models with similar scopes due to its stronger domain relevance. We also provide examples of how the framework can be applied from a user perspective. | |
650 | 7 | a NATURVETENSKAPx Data- och informationsvetenskapx Annan data- och informationsvetenskap0 (SwePub)102992 hsv//swe |
650 | 7 | a NATURAL SCIENCESx Computer and Information Sciencesx Other Computer and Information Science0 (SwePub)102992 hsv//eng |
650 | 7 | a NATURVETENSKAPx Data- och informationsvetenskapx Språkteknologi0 (SwePub)102082 hsv//swe |
650 | 7 | a NATURAL SCIENCESx Computer and Information Sciencesx Language Technology0 (SwePub)102082 hsv//eng |
650 | 7 | a SAMHÄLLSVETENSKAPx Ekonomi och näringslivx Nationalekonomi0 (SwePub)502012 hsv//swe |
650 | 7 | a SOCIAL SCIENCESx Economics and Businessx Economics0 (SwePub)502012 hsv//eng |
650 | 7 | a NATURVETENSKAPx Data- och informationsvetenskapx Datavetenskap0 (SwePub)102012 hsv//swe |
650 | 7 | a NATURAL SCIENCESx Computer and Information Sciencesx Computer Sciences0 (SwePub)102012 hsv//eng |
650 | 7 | a SAMHÄLLSVETENSKAPx Ekonomi och näringsliv0 (SwePub)5022 hsv//swe |
650 | 7 | a SOCIAL SCIENCESx Economics and Business0 (SwePub)5022 hsv//eng |
653 | a natural language processing | |
653 | a deep learning | |
653 | a Annual reporting | |
653 | a sustainability | |
653 | a climate change | |
653 | a Finance & accounting | |
653 | a Natural language processing | |
653 | a Annual reporting | |
653 | a Climate change | |
653 | a Sustainability | |
653 | a Finance & accounting | |
700 | 1 | a Scheidegger, Samuel,d 19854 aut0 (Swepub:cth)samsch |
700 | 1 | a Elliott, Jasmine,d 1989u Gothenburg University,Göteborgs universitet,Institutionen för filosofi, lingvistik och vetenskapsteori,Department of Philosophy, Linguistics and Theory of Science4 aut0 (Swepub:gu)xellij |
700 | 1 | a Löfgren, Åsa,d 1972u Gothenburg University,Göteborgs universitet,Institutionen för nationalekonomi med statistik,Department of Economics4 aut0 (Swepub:gu)xlofas |
710 | 2 | a Chalmers tekniska högskolab Institutionen för filosofi, lingvistik och vetenskapsteori4 org |
773 | 0 | t Expert Systems with Applicationsg 239q 239x 0957-4174x 1873-6793 |
856 | 4 | u https://research.chalmers.se/publication/538426/file/538426_Fulltext.pdfx primaryx freey FULLTEXT |
856 | 4 8 | u https://doi.org/10.1016/j.eswa.2023.122162 |
856 | 4 8 | u https://research.chalmers.se/publication/534275 |
856 | 4 8 | u https://gup.ub.gu.se/publication/334264 |
Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.
Copy and save the link in order to return to this view