Publications in Computer Science

ZORA Publication List

Publications

• 2025

  • Usmanova, A., Abdullah, R., Banerjee, D., Leippold, M., & Usbeck, R. (2025). ReportGRI: Automating GRI Alignment and Report Assessment 6723–6727. https://doi.org/10.1145/3746252.3761469
  • Kolli, I., Vaghefi, S., Colesanti Senni, C., Raj, S., & Leippold, M. (2025). Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach
  • Xiong, C., Ni, J., Fan, Y., Zouhar, V., Rooein, D., Calvo-Bartolomé, L., Hoyle, A. M., Jin, Z., Sachan, M., Leippold, M., Hovy, D., El-Assady, M., & Ash, E. (2025). Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification
  • Ni, J., Schimanski, T., Lin, M., Sachan, M., Ash, E., & Leippold, M. (2025). DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented Generation

• 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, ML Research 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 December 2023 - 10 December 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). 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.
  • 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). 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.

• 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.