Markus Leippold

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 30

Top Topics

Semantic Matching

Document Relevance

Top Venues

Publications

Tobias Schimanski, Jingwei Ni, Mathias Kraus, Elliott Ash, Markus Leippold
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering. ACL (1) (2024)
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 (2024)
Tobias Schimanski, Jingwei Ni, Roberto Spacey, Nicola Ranger, Markus Leippold
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures. CoRR (2024)
Jingwei Ni, Minjing Shi, Dominik Stammbach, Mrinmaya Sachan, Elliott Ash, Markus Leippold
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators. ACL (1) (2024)
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 (2024)
Tobias Schimanski, Jingwei Ni, Mathias Kraus, Elliott Ash, Markus Leippold
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering. CoRR (2024)
Jingwei Ni, Minjing Shi, Dominik Stammbach, Mrinmaya Sachan, Elliott Ash, Markus Leippold
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators. CoRR (2024)
Tobias Schimanski, Julia Anna Bingler, Mathias Kraus, Camilla Hyslop, Markus Leippold
ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets. EMNLP (2023)
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 (2023)
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
chatIPCC: Grounding Conversational AI in Climate Science. CoRR (2023)
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 (2023)
Jingwei Ni, Zhijing Jin, Qian Wang, Mrinmaya Sachan, Markus Leippold
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP. CoRR (2023)
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
Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with CHATREPORT, a Language Model-Based Tool. CoRR (2023)
Dominik Stammbach, Nicolas Webersinke, Julia Anna Bingler, Mathias Kraus, Markus Leippold
Environmental Claim Detection. ACL (2) (2023)
Jingwei Ni, Zhijing Jin, Qian Wang, Mrinmaya Sachan, Markus Leippold
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP. ACL (1) (2023)
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)
Jannis Bulian, Mike S. Schäfer, Afra Amini, Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Huebscher, Christian Buck, Niels Mede, Markus Leippold, Nadine Strauß
Assessing Large Language Models on Climate Information. CoRR (2023)
Tobias Schimanski, Chiara Colesanti Senni, Glen Gostlow, Jingwei Ni, Tingyu Yu, Markus Leippold
Exploring Nature: Datasets and Models for Analyzing Nature-Related Disclosures. CoRR (2023)
Tobias Schimanski, Julia Anna Bingler, Camilla Hyslop, Mathias Kraus, Markus Leippold
ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets. CoRR (2023)
Dominik Stammbach, Nicolas Webersinke, Julia Anna Bingler, Mathias Kraus, Markus Leippold
A Dataset for Detecting Real-World Environmental Claims. CoRR (2022)
Daniel Hershcovich, Nicolas Webersinke, Mathias Kraus, Julia Anna Bingler, Markus Leippold
Towards Climate Awareness in NLP Research. EMNLP (2022)
Daniel Hershcovich, Nicolas Webersinke, Mathias Kraus, Julia Anna Bingler, Markus Leippold
Towards Climate Awareness in NLP Research. CoRR (2022)
Nicolas Webersinke, Mathias Kraus, Julia Anna Bingler, Markus Leippold
ClimateBert: A Pretrained Language Model for Climate-Related Text. CoRR (2021)
Rahul Mishra, Piyush Yadav, Remi Calizzano, Markus Leippold
MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching. CoRR (2020)
Markus Leippold, Nikola Vasiljevic
Option-Implied Intrahorizon Value at Risk. Manag. Sci. 66 (1) (2020)
Rahul Mishra, Dhruv Gupta, Markus Leippold
Generating Fact Checking Summaries for Web Claims. CoRR (2020)
Thomas Diggelmann, Jordan L. Boyd-Graber, Jannis Bulian, Massimiliano Ciaramita, Markus Leippold
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims. CoRR (2020)
Rahul Mishra, Piyush Yadav, Remi Calizzano, Markus Leippold
MuSeM: Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching. ICMLA (2020)
Rahul Mishra, Dhruv Gupta, Markus Leippold
Generating Fact Checking Summaries for Web Claims. W-NUT@EMNLP (2020)
Francesco S. Varini, Jordan L. Boyd-Graber, Massimiliano Ciaramita, Markus Leippold
ClimaText: A Dataset for Climate Change Topic Detection. CoRR (2020)
Andreas Blöchlinger, Markus Leippold
A New Goodness-of-Fit Test for Event Forecasting and Its Application to Credit Defaults. Manag. Sci. 57 (3) (2011)