Jens Kersten

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Venues

ISCRAM

CoRR

Int. J. Geogr. Inf. Sci.

GeoExT@ECIR

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Xuke Hu, Ross Purves, Ludovic Moncla, Jens Kersten, Kristin Stock
2nd International Workshop on Geographic Information Extraction from Texts (GeoExT 2024). ECIR (5) (2024)
Xuke Hu, Zhiyong Zhou, Hao Li, Yingjie Hu, Fuqiang Gu, Jens Kersten, Hongchao Fan, Friederike Klan
Location Reference Recognition from Texts: A Survey and Comparison. ACM Comput. Surv. 56 (5) (2024)
Xuke Hu, Jens Kersten
Enhancing Toponym Resolution with Fine-Tuned LLMs (Llama2). GeoExT@ECIR (2024)
Xuke Hu, Tobias Elßner, Shiyu Zheng, Helen Ngonidzashe Serere, Jens Kersten, Friederike Klan, Qinjun Qiu
DLRGeoTweet: A comprehensive social media geocoding corpus featuring fine-grained places. Inf. Process. Manag. 61 (4) (2024)
Xuke Hu, Yeran Sun, Jens Kersten, Zhiyong Zhou, Friederike Klan, Hongchao Fan
How can voting mechanisms improve the robustness and generalizability of toponym disambiguation? Int. J. Appl. Earth Obs. Geoinformation 117 (2023)
Jan Bongard, Tobias Elßner, Xuke Hu, Jens Kersten
The Geography of Conflicts: A Comparative Assessment of Web Data. EM-GIS (2023)
Xuke Hu, Yingjie Hu, Bernd Resch, Jens Kersten
Geographic Information Extraction from Texts (GeoExT). ECIR (3) (2023)
Jens Kersten, Jan Bongard, Friederike Klan
Gaussian Processes for One-class and Binary Classification of Crisis-related Tweets. ISCRAM (2022)
Xuke Hu, Zhiyong Zhou, Yeran Sun, Jens Kersten, Friederike Klan, Hongchao Fan, Matti Wiegmann
GazPNE2: A General Place Name Extractor for Microblogs Fusing Gazetteers and Pretrained Transformer Models. IEEE Internet Things J. 9 (17) (2022)
Xuke Hu, Yeran Sun, Jens Kersten, Zhiyong Zhou, Friederike Klan, Hongchao Fan
How can voting mechanisms improve the robustness and generalizability of toponym disambiguation? CoRR (2022)
Xuke Hu, Zhiyong Zhou, Hao Li, Yingjie Hu, Fuqiang Gu, Jens Kersten, Hongchao Fan, Friederike Klan
Location reference recognition from texts: A survey and comparison. CoRR (2022)
Xuke Hu, Hussein S. Al-Olimat, Jens Kersten, Matti Wiegmann, Friederike Klan, Yeran Sun, Hongchao Fan
GazPNE: annotation-free deep learning for place name extraction from microblogs leveraging gazetteer and synthetic data by rules. Int. J. Geogr. Inf. Sci. 36 (2) (2022)
Jens Kersten, Jan Bongard, Friederike Klan
Combining Supervised and Unsupervised Learning to Detect and Semantically Aggregate Crisis-Related Twitter Content. ISCRAM (2021)
Matti Wiegmann, Jens Kersten, Friederike Klan, Martin Potthast, Benno Stein
Analysis of Detection Models for Disaster-Related Tweets. ISCRAM (2020)
Jens Kersten, Anna M. Kruspe, Matti Wiegmann, Friederike Klan
Robust filtering of crisis-related tweets. ISCRAM (2019)
Anna M. Kruspe, Jens Kersten, Friederike Klan
Detecting event-related tweets by example using few-shot models. ISCRAM (2019)
Anna M. Kruspe, Jens Kersten, Friederike Klan
Classification of Incident-related Tweets: Exploiting Word and Sentence Embeddings. TREC (2019)
Hannes Römer, Jens Kersten, Ralph Kiefl, Stefan Plattner, Alexander Mager, Stefan Voigt
Airborne near-real-time monitoring of assembly and parking areas in case of large-scale public events and natural disasters. Int. J. Geogr. Inf. Sci. 28 (4) (2014)
Jens Kersten
Simultaneous feature selection and Gaussian mixture model estimation for supervised classification problems. Pattern Recognit. 47 (8) (2014)
Sandro Martinis, André Twele, Christian Strobl, Jens Kersten, Enrico Stein
A Multi-Scale Flood Monitoring System Based on Fully Automatic MODIS and TerraSAR-X Processing Chains. Remote. Sens. 5 (11) (2013)

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Publication Activity (10 Years)

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Jens Kersten