Publications in Computer Science

ZORA Publication List

Publications

• 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.
  • Bulian, Jannis; Schäfer, Mike S; Amini, Afra; Lam, Heidi; Ciaramita, Massimiliano; Gaiarin, Ben; Chen Hübscher, Michelle; Buck, Christian; Mede, Niels G; Leippold, Markus; Strauß, Nadine (2024). Assessing Large Language Models on climate information. In: 41st International Conference on Machine Learning, Vienna, 21 July 2024 - 27 July 2024, MLResearch Press.

• 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.
  • Leippold, Markus; Stammbach, Dominik; Webersinke, Nicolas; Bingler, Julia Anna; Kraus, Mathias (2023). Environmental Claim Detection. In: 61st Annual Meeting of the Association for Computational Linguistics (ACL’23), Toronto, Canada, 9 July 2023 - 14 July 2023. Association for Computational Linguistics, 1051-1066.
  • Leippold, Markus; Ni, Jingwei; Jin, Zhijing; Wang, Qian; Sachan, Mrinmaya (2023). When does aggregating multiple skills with multi-task learning work? A case study in financial NLP. In: 61st Annual Meeting of the Association for Computational Linguistics (ACL’23), Toronto, Canada, 9 July 2023 - 14 July 2023. Association for Computational Linguistics, 7465-7488.
  • Leippold, Markus; Stammbach, Dominik; Webersinke, Nicolas; Bingler, Julia Anna; Kraus, Mathias (2023). A dataset for detecting real-world environmental claims. In: 61st Annual Meeting of the Association for Computational Linguistics (ACL’23), Toronto, Canada, 9 July 2023 - 14 July 2023. arxiv.org, 1-14.

• 2022

  • Leippold, Markus; Hershcovich, Daniel; Bingler, Julia Anna; Kraus, Mathias; Webersinke, Nicolas (2022). Towards Climate Awareness in NLP Research. In: Empirical Methods in Natural Language Processing (EMNLP), Abu Dhabi, 7 December 2022 - 11 December 2022. Association for Computational Linguistics, 2480-2494.
  • Leippold, Markus; Bingler, Julia Anna; Kraus, Mathias; Webersinke, Nicolas (2022). ClimateBert: A pretrained language model for climate-related text. In: AAAI Fall Symposium 2022, Arlington, Virginia, 17 November 2022 - 19 November 2022.

• 2020

  • Mishra, Rahul; Yadav, Piyush; Calizzano, Remi; Leippold, Markus (2020). MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching. In: International Conference on Machine Learning and Applications (ICMLA) 2020, Miami, Florida, 14 December 2020 - 17 December 2020, IEEE ICMLA.
  • Diggelmann, Thomas; Boyd-Graber, Jordan; Bulian, Jannis; Ciaramita, Massimiliano; Leippold, Markus (2020). Climate-fever: A Dataset for Verification of Real-World Climate Claims. In: Tackling Climate Change with Machine Learning workshop at NeurIPS 2020, Online, 11 December 2020, NeurIPS.
  • Varini, Francesco; Boyd-Graber, Jordan; Ciaramita, Massimiliano; Leippold, Markus (2020). ClimaText: A Dataset for Climate Change Topic Detection. In: Tackling Climate Change with Machine Learning workshop at NeurIPS 2020, Online, 11 December 2020, NeurIPS.
  • Mishra, Rahul; Gupta, Dhruv; Leippold, Markus (2020). Generating Fact Checking Summaries for Web Claims. In: The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), online, 16 November 2020 - 20 November 2020, arXiv.