2024

Bauer, Elisabeth ; Greisel, Martin ; Kuznetsov, Ilia ; Berndt, Markus ; Kollar, Ingo ; Dresel, Markus ; Fischer, Martin R. ; Fischer, Frank (2024)
Using natural language processing to support peer‐feedback in the age of artificial intelligence: A cross‐disciplinary framework and a research agenda.
In: British Journal of Educational Technology, 2023, 54 (5)
doi: 10.26083/tuprints-00024681
Article, Secondary publication, Publisher's Version

Buchmann, Jan ; Liu, Xiao ; Gurevych, Iryna
eds.: Al-Onaizan, Yaser ; Bansal, Mohit ; Chen, Yun-Nung (2024)
Attribute or Abstain: Large Language Models as Long Document Assistants.
The 2024 Conference on Empirical Methods in Natural Language Processing. Miami, Florida (12.11.2024-16.11.2024)
doi: 10.26083/tuprints-00028921
Conference or Workshop Item, Secondary publication, Publisher's Version

Fabian, Christian ; Cui, Kai ; Koeppl, Heinz (2024)
Mean Field Games on Weighted and Directed Graphs via Colored Digraphons.
In: IEEE Control Systems Letters, 2023, 7
doi: 10.26083/tuprints-00026543
Article, Secondary publication, Publisher's Version

Ochs, Daniel ; Wiertz, Karsten ; Bußmann, Sebastian ; Kersting, Kristian ; Dhami, Devendra Singh (2024)
Effective Risk Detection for Natural Gas Pipelines Using Low-Resolution Satellite Images.
In: Remote Sensing, 2024, 16 (2)
doi: 10.26083/tuprints-00027169
Article, Secondary publication, Publisher's Version

Ruan, Qian ; Kuznetsov, Ilia ; Gurevych, Iryna
eds.: Al-Onaizan, Yaser ; Bansal, Mohit ; Chen, Yun-Nung (2024)
Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions.
The 2024 Conference on Empirical Methods in Natural Language Processing. Miami, Florida (12.11.2024-16.11.2024)
doi: 10.26083/tuprints-00028924
Conference or Workshop Item, Secondary publication, Publisher's Version

Ruan, Qian ; Kuznetsov, Ilia ; Gurevych, Iryna
eds.: Ku, Lun-Wei ; Martins, Andre ; Srikumar, Vivek (2024)
Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision.
The 62nd Annual Meeting of the Association for Computational Linguistics. Bangkok, Thailand (11.08.2024-16.08.2024)
doi: 10.26083/tuprints-00028923
Conference or Workshop Item, Secondary publication, Publisher's Version

Yan, Siwen ; Odom, Phillip ; Pasunuri, Rahul ; Kersting, Kristian ; Natarajan, Sriraam (2024)
Learning with privileged and sensitive information: a gradient-boosting approach.
In: Frontiers in Artificial Intelligence, 2023, 6
doi: 10.26083/tuprints-00027142
Article, Secondary publication, Publisher's Version

Şahinuç, Furkan ; Kuznetsov, Ilia ; Hou, Yufang ; Gurevych, Iryna
eds.: Ku, Lun-Wei ; Martins, Andre ; Srikumar, Vivek (2024)
Systematic Task Exploration with LLMs: A Study in Citation Text Generation.
The 62nd Annual Meeting of the Association for Computational Linguistics. Bangkok, Thailand (11.08.2024-16.08.2024)
doi: 10.26083/tuprints-00028922
Conference or Workshop Item, Secondary publication, Publisher's Version

2023

Blüml, Jannis ; Czech, Johannes ; Kersting, Kristian (2023)
AlphaZe∗∗: AlphaZero-like baselines for imperfect information games are surprisingly strong.
In: Frontiers in Artificial Intelligence, 2023, 6
doi: 10.26083/tuprints-00024064
Article, Secondary publication, Publisher's Version

Chalvatzaki, Georgia ; Younes, Ali ; Nandha, Daljeet ; Le, An Thai ; Ribeiro, Leonardo F. R. ; Gurevych, Iryna (2023)
Learning to reason over scene graphs: a case study of finetuning GPT-2 into a robot language model for grounded task planning.
In: Frontiers in Robotics and AI, 2023, 10
doi: 10.26083/tuprints-00024479
Article, Secondary publication, Publisher's Version

2022

Burkhardt, Sophie ; Brugger, Jannis ; Wagner, Nicolas ; Ahmadi, Zahra ; Kersting, Kristian ; Kramer, Stefan (2022)
Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation.
In: Frontiers in Artificial Intelligence, 2022, 4
doi: 10.26083/tuprints-00020098
Article, Secondary publication, Publisher's Version

Rawal, Niyati ; Koert, Dorothea ; Turan, Cigdem ; Kersting, Kristian ; Peters, Jan ; Stock-Homburg, Ruth (2022)
ExGenNet: Learning to Generate Robotic Facial Expression Using Facial Expression Recognition.
In: Frontiers in Robotics and AI, 2022, 8
doi: 10.26083/tuprints-00020336
Article, Secondary publication, Publisher's Version