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Tobias Schimanski
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2020 – today
- 2024
- [i9]Markus Leippold, Saeid Ashraf Vaghefi, Dominik Stammbach, Veruska Muccione, Julia Anna Bingler, Jingwei Ni, Chiara Colesanti Senni, Tobias Wekhof, Tobias Schimanski, Glen Gostlow, Tingyu Yu, Jürg Luterbacher, Christian Huggel:
Automated Fact-Checking of Climate Change Claims with Large Language Models. CoRR abs/2401.12566 (2024) - [i8]Tobias Schimanski, Jingwei Ni, Mathias Kraus, Elliott Ash, Markus Leippold:
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering. CoRR abs/2402.08277 (2024) - [i7]Tobias Schimanski, Jingwei Ni, Roberto Spacey, Nicola Ranger, Markus Leippold:
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures. CoRR abs/2406.09818 (2024) - [i6]Jingwei Ni, Tobias Schimanski, Meihong Lin, Mrinmaya Sachan, Elliott Ash, Markus Leippold:
DIRAS: Efficient LLM-Assisted Annotation of Document Relevance in Retrieval Augmented Generation. CoRR abs/2406.14162 (2024) - 2023
- [c2]Jingwei Ni, Julia Anna Bingler, Chiara Colesanti Senni, Mathias Kraus, Glen Gostlow, Tobias Schimanski, Dominik Stammbach, Saeid Ashraf Vaghefi, Qian Wang, Nicolas Webersinke, Tobias Wekhof, Tingyu Yu, Markus Leippold:
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools. EMNLP (Demos) 2023: 21-51 - [c1]Tobias Schimanski, Julia Anna Bingler, Mathias Kraus, Camilla Hyslop, Markus Leippold:
ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets. EMNLP 2023: 15745-15756 - [i5]Mathias Kraus, Julia Anna Bingler, Markus Leippold, Tobias Schimanski, Chiara Colesanti Senni, Dominik Stammbach
, Saeid Ashraf Vaghefi, Nicolas Webersinke:
Enhancing Large Language Models with Climate Resources. CoRR abs/2304.00116 (2023) - [i4]Saeid Ashraf Vaghefi, Qian Wang, Veruska Muccione, Jingwei Ni, Mathias Kraus, Julia Anna Bingler, Tobias Schimanski, Chiara Colesanti Senni, Nicolas Webersinke, Christian Huggel, Markus Leippold:
chatClimate: Grounding Conversational AI in Climate Science. CoRR abs/2304.05510 (2023) - [i3]Jingwei Ni, Julia Anna Bingler, Chiara Colesanti Senni, Mathias Kraus, Glen Gostlow, Tobias Schimanski, Dominik Stammbach
, Saeid Ashraf Vaghefi, Qian Wang, Nicolas Webersinke, Tobias Wekhof, Tingyu Yu, Markus Leippold:
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools. CoRR abs/2307.15770 (2023) - [i2]Tobias Schimanski, Julia Anna Bingler, Camilla Hyslop, Mathias Kraus, Markus Leippold:
ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets. CoRR abs/2310.08096 (2023) - [i1]Tobias Schimanski, Chiara Colesanti Senni, Glen Gostlow, Jingwei Ni, Tingyu Yu, Markus Leippold:
Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures. CoRR abs/2312.17337 (2023)
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