ZORA Publication List

Publications

• 2025

  • Leippold, Markus; Vaghefi, Saeid Ashraf; Stammbach, Dominik; Muccione, Veruska; Bingler, Julia; Ni, Jingwei; Colesanti Senni, Chiara; Wekhof, Tobias; Schimanski, Tobias; Gostlow, Glen; Yu, Tingyu; Luterbacher, Juerg; Huggel, Christian (2025). Automated fact-checking of climate claims with large language models. npj Climate Action, 4(1):17.
  • Colesanti Senni, Chiara; Schimanski, Tobias; Bingler, Julia; Ni, Jingwei; Leippold, Markus (2025). Using AI to assess corporate climate transition disclosures. Environmental Research, 7(2):021010.

• 2024

  • Schimanski, Tobias; Ni, Jingwei; Martín, Roberto Spacey; Ranger, Nicola; Leippold, Markus (2024). ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures. In: The 2024 Conference on Empirical Methods in Natural Language Processing, Miami, Florida, USA, 12 November 2024 - 16 November 2024. Association for Computational Linguistics, 17509-17524.
  • Schimanski, Tobias; Ni, Jingwei; Kraus, Mathias; Ash, Elliott; Leippold, Markus (2024). Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering. In: The 62nd Annual Meeting of the Association for Computational Linguistics, Bangkok, Thailand, 11 August 2024 - 16 August 2024. Association for Computational Linguistics, 1913-1931.
  • Muccione, Veruska; Vaghefi, Saeid Ashraf; Bingler, Julia; Allen, Simon K; Kraus, Mathias; Gostlow, Glen; Wekhof, Tobias; Colesanti-Senni, Chiara; Stammbach, Dominik; Ni, Jingwei; Schimanski, Tobias; Yu, Tingyu; Wang, Qian; Huggel, Christian; Luterbacher, Juerg; Biesbroek, Robbert; Leippold, Markus (2024). Integrating artificial intelligence with expert knowledge in global environmental assessments: opportunities, challenges and the way ahead. Regional Environmental Change, 24(3):121.
  • Adams, Jennifer Susan; Altantzis, Christos; Beucler, Tom; Bingler, Julia; Brown, Samuel; Brunschwiler, Thomas; Colesanti-Senni, Chiara; Muccione, Veruska; Roeoesli, Claudia; Schimanski, Tobias; Vaghefi, Saeid Ashraf; Wegner, Jan Dirk; et al (2024). How to use the power of AI to reduce the impact of climate change on Switzerland. Zürich: Swiss Academy of Engineering Sciences, SATW.
  • Schimanski, Tobias; Reding, Andrin; Reding, Nico; Bingler, Julia; Kraus, Mathias; Leippold, Markus (2024). Bridging the gap in ESG measurement: Using NLP to quantify environmental, social, and governance communication. Finance Research Letters, 61:104979.

• 2023

  • Ni, Jingwei; Bingler, Julia; Colesanti Senni, Chiara; Kraus, Mathias; Gostlow, Glen; Schimanski, Tobias; Stammbach, Dominik; Ashraf Vaghefi, Saeid; Wang, Qian; Webersinke, Nicolas; Wekhof, Tobias; Yu, Tingyu; Leippold, Markus (2023). CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools. In: The 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, Singapore, 6 Dezember 2023 - 10 Dezember 2023. Association for Computational Linguistics, 21-51.
  • Schimanski, Tobias; Bingler, Julia; Kraus, Mathias; Hyslop, Camilla; Leippold, Markus (2023). ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets. In: The 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, Singapore, 6 December 2023 - 10 December 2023. Association for Computational Linguistics, 15745-15756.
  • Vaghefi, Saeid Ashraf; Stammbach, Dominik; Muccione, Veruska; Bingler, Julia; Ni, Jingwei; Kraus, Mathias; Allen, Simon; Colesanti-Senni, Chiara; Wekhof, Tobias; Schimanski, Tobias; Gostlow, Glen; Yu, Tingyu; Wang, Qian; Webersinke, Nicolas; Huggel, Christian; Leippold, Markus (2023). ChatClimate: Grounding conversational AI in climate science. Communications Earth & Environment, 4:480.