Publikationen von Konstantin Hebenstreit
2024
- Hebenstreit K., Praas R., Kiesewetter L.P., Samwald M.
A Comparison of Chain-of-Thought Reasoning Strategies across Datasets and Models.
PeerJ Computer Science 10:e1999, (2024) [bib]
@ARTICLE{hebenstreit2024accre1999, author = {Hebenstreit, K.~ and Praas, R.~ and Kiesewetter, L.P.~ and Samwald, M.~}, title = {A Comparison of Chain-of-Thought Reasoning Strategies across Datasets and Models.}, journal = {PeerJ Computer Science}, year = {2024}, volume = {10}, pages = {e1999}, issn = {2376-5992}, doi = {10.7717/peerj-cs.1999}, keywords = {Chain-of-thought reasoning;Externalized reasoning;Large language models;Question-answering datasets;Zero-shot prompting} }
2023
- Hebenstreit K., Praas R., Samwald M.
A Collection of Principles for Guiding and Evaluating Large Language Models.
In Proceedings of Socially Responsible Language Modelling Research (SoLaR) Workshop at NEURIPS 2023, Los Angeles, U.S.A., 16 December 2023, (2023) [bib]
@INPROCEEDINGS{hebenstreit2023acpg, author = {Hebenstreit, K.~ and Praas, R.~ and Samwald, M.~}, title = {A Collection of Principles for Guiding and Evaluating Large Language Models.}, booktitle = {Proceedings of Socially Responsible Language Modelling Research (SoLaR) Workshop at NEURIPS 2023, Los Angeles, U.S.A., 16 December 2023}, year = {2023}, url = {https://openreview.net/forum?id=8iXdNXW34d} } - Ott S., Hebenstreit K., Liévin V., Hother C.E., Moradi M., Mayrhauser M., Praas R., Winther O., Samwald M.
ThoughtSource: A Central Hub for Large Language Model Reasoning Data.
Scientific Data 10:528, (2023) [bib]
@ARTICLE{ott2023tach528, author = {Ott, S.~ and Hebenstreit, K.~ and Liévin, V.~ and Hother, C.E.~ and Moradi, M.~ and Mayrhauser, M.~ and Praas, R.~ and Winther, O.~ and Samwald, M.~}, title = {ThoughtSource: A Central Hub for Large Language Model Reasoning Data.}, journal = {Scientific Data}, year = {2023}, volume = {10}, pages = {528}, doi = {10.1038/s41597-023-02433-3}, url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85167371094\&doi=10.1038%2fs41597-023-02433-3\&partnerID=40\&md5=5b991778a771f0695971a723dccffc24} } - Samwald M., Praas R., Hebenstreit K.
Towards Unified Objectives for Self-Reflective AI.
SSRN 4446991, (2023) [bib]
@ARTICLE{samwald2023tuos, author = {Samwald, M.~ and Praas, R.~ and Hebenstreit, K.~}, title = {Towards Unified Objectives for Self-Reflective AI.}, journal = {SSRN 4446991}, year = {2023}, url = {https://ssrn.com/abstract=4446991} } - Hebenstreit K., Praas R., Kiesewetter L.P., Samwald M.
An Automatically Discovered Chain-of-Thought Prompt Generalizes to Novel Models and Datasets.
arXiv 2305.02897, (2023) [bib]
@ARTICLE{hebenstreit2023adcp230502897, author = {Hebenstreit, K.~ and Praas, R.~ and Kiesewetter, L.P.~ and Samwald, M.~}, title = {An Automatically Discovered Chain-of-Thought Prompt Generalizes to Novel Models and Datasets.}, journal = {arXiv}, year = {2023}, pages = {2305.02897}, doi = {https://doi.org/10.48550/arXiv.2305.02897} }