Publications

The work presented in my coreference-related publications is implemented in cort. The work presented in my publications related to timeline summarization is implemented in tilse.

Psychologically Enhanced AI Agents
M. Besta, S. Chandran, R. Gerstenberger, M. Lindner, M. Chrapek, et al.
arXiv preprint, 2025
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction
Y. Li, S. Martschat, S.P. Ponzetto
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing (BioNLP), Toronto, Canada, 2023
A Temporally Sensitive Submodularity Framework for Timeline Summarization
S. Martschat, K. Markert
Proceedings of the 22nd Conference on Computational Natural Language Learning (CoNLL), Brussels, Belgium, 2018
Structured Representations for Coreference Resolution
S. Martschat
PhD thesis, Heidelberg University, 2017
Dynamic Entity Representations in Neural Language Models
Y. Ji, C. Tan, S. Martschat, Y. Choi, N.A. Smith
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP), Copenhagen, Denmark, 2017
Improving ROUGE for Timeline Summarization
S. Martschat, K. Markert
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL), Valencia, Spain, 2017
Latent Structures for Coreference Resolution
S. Martschat, M. Strube
Transactions of the Association for Computational Linguistics, 3, pages 405-418, 2015. Presented at EMNLP 2015 in Lisbon, Portugal.
Plug Latent Structures and Play Coreference Resolution
S. Martschat, P. Claus, M. Strube
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL), Beijing, China, 2015
Analyzing and Visualizing Coreference Resolution Errors
S. Martschat, T. Göckel, M. Strube
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations (NAACL), Denver, Colorado, USA, 2015
Recall Error Analysis for Coreference Resolution
S. Martschat, M. Strube
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), Doha, Qatar, 2014
Multigraph Clustering for Unsupervised Coreference Resolution
S. Martschat
Proceedings of the Student Research Workshop at the 51st Annual Meeting of the Association for Computational Linguistics (ACL-SRW), Sofia, Bulgaria, 2013
A Multigraph Model for Coreference Resolution
S. Martschat, J. Cai, S. Broscheit, E. Mújdricza-Maydt, M. Strube
Proceedings of the Shared Task of the 16th Conference on Computational Natural Language Learning (CoNLL), Jeju Island, Korea, 2012