Ein Rahmenwerk zur interaktiven Klassifikation hochauflösender optischer Satellitenbilder mittels graphenbasierter Bildmodellierung. - Jens Kersten (2011)

A Multi-Scale Flood Monitoring System Based on Fully Automatic MODIS and TerraSAR-X Processing Chains. - Sandro Martinis; André Twele; Christian Strobl; Jens Kersten; Enrico Stein (Remote. Sens., 2013)

Airborne near-real-time monitoring of assembly and parking areas in case of large-scale public events and natural disasters. - Hannes Römer; Jens Kersten; Ralph Kiefl; Stefan Plattner; Alexander Mager; Stefan Voigt (Int. J. Geogr. Inf. Sci., 2014)

Simultaneous feature selection and Gaussian mixture model estimation for supervised classification problems. - Jens Kersten (Pattern Recognit., 2014)

Robust filtering of crisis-related tweets. - Jens Kersten; Anna M. Kruspe; Matti Wiegmann; Friederike Klan (ISCRAM, 2019)

Detecting event-related tweets by example using few-shot models. - Anna M. Kruspe; Jens Kersten; Friederike Klan (ISCRAM, 2019)

Classification of Incident-related Tweets: Exploiting Word and Sentence Embeddings. - Anna M. Kruspe; Jens Kersten; Friederike Klan (TREC, 2019)

Analysis of Detection Models for Disaster-Related Tweets. - Matti Wiegmann; Jens Kersten; Friederike Klan; Martin Potthast; Benno Stein 001 (ISCRAM, 2020)

Disaster Tweet Corpus 2020. - Matti Wiegmann; Jens Kersten; Friederike Klan; Martin Potthast; Benno Stein 001 (Zenodo, 2020)

Combining Supervised and Unsupervised Learning to Detect and Semantically Aggregate Crisis-Related Twitter Content. - Jens Kersten; Jan Bongard; Friederike Klan (ISCRAM, 2021)

Gaussian Processes for One-class and Binary Classification of Crisis-related Tweets. - Jens Kersten; Jan Bongard; Friederike Klan (ISCRAM, 2022)

GazPNE: annotation-free deep learning for place name extraction from microblogs leveraging gazetteer and synthetic data by rules. - Xuke Hu; Hussein S. Al-Olimat; Jens Kersten; Matti Wiegmann; Friederike Klan; Yeran Sun; Hongchao Fan (Int. J. Geogr. Inf. Sci., 2022)

GazPNE2: A General Place Name Extractor for Microblogs Fusing Gazetteers and Pretrained Transformer Models. - Xuke Hu; Zhiyong Zhou; Yeran Sun; Jens Kersten; Friederike Klan; Hongchao Fan; Matti Wiegmann (IEEE Internet Things J., 2022)

Geographic Information Extraction from Texts (GeoExT). - Xuke Hu; Yingjie Hu; Bernd Resch; Jens Kersten (ECIR (3), 2023)

The Geography of Conflicts: A Comparative Assessment of Web Data. - Jan Bongard; Tobias Elßner; Xuke Hu; Jens Kersten (EM-GIS, 2023)

How can voting mechanisms improve the robustness and generalizability of toponym disambiguation? - Xuke Hu; Yeran Sun; Jens Kersten; Zhiyong Zhou; Friederike Klan; Hongchao Fan (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Enhancing Toponym Resolution with Fine-Tuned LLMs (Llama2). - Xuke Hu; Jens Kersten (GeoExT@ECIR, 2024)

2nd International Workshop on Geographic Information Extraction from Texts (GeoExT 2024). - Xuke Hu; Ross Purves; Ludovic Moncla; Jens Kersten; Kristin Stock (ECIR (5), 2024)

DLRGeoTweet: A comprehensive social media geocoding corpus featuring fine-grained places. - Xuke Hu; Tobias Elßner; Shiyu Zheng; Helen Ngonidzashe Serere; Jens Kersten; Friederike Klan; Qinjun Qiu (Inf. Process. Manag., 2024)

Location Reference Recognition from Texts: A Survey and Comparison. - Xuke Hu; Zhiyong Zhou; Hao Li 019; Yingjie Hu; Fuqiang Gu; Jens Kersten; Hongchao Fan; Friederike Klan (ACM Comput. Surv., 2024)

3rd International Workshop on Geographic Information Extraction from Texts (GeoExT 2025). - Xuke Hu; Ross Purves; Ludovic Moncla; Jens Kersten; Anna M. Kruspe (ECIR (5), 2025)

Scalable Toponym Resolution with LLMs: Accuracy and Speed Optimizations. - Xuke Hu; Jens Kersten; Friederike Klan (GeoExT@ECIR, 2025)