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ORCIDMichael Gertz 0001
Person information
- affiliation: University of Heidelberg, Institute of Computer Science, Germany
- affiliation: University of California, Davis, Department of Computer Science, CA, USA
- affiliation (PhD 1996): University of Hannover, Germany
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2020 – today
- 2024
[c161]Ashish Chouhan, Michael Gertz:
LexDrafter: Terminology Drafting for Legislative Documents Using Retrieval Augmented Generation. LREC/COLING 2024: 10448-10458- [c160]Satya Almasian
, Alexander Kosnac, Michael Gertz:
QuantPlorer: Exploration of Quantities in Text. ECIR (5) 2024: 171-176 - [c159]Satya Almasian, Milena Bruseva, Michael Gertz:
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems. EMNLP (Findings) 2024: 12120-12136 - [i16]Ashish Chouhan, Michael Gertz:
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented Generation. CoRR abs/2403.16295 (2024) - [i15]Satya Almasian, Milena Bruseva, Michael Gertz:
Numbers Matter! Bringing Quantity-awareness to Retrieval Systems. CoRR abs/2407.10283 (2024) - 2023
- [c158]John Ziegler, Johannes Sindlinger, Marina Walther, Michael Gertz:
TrendTracker: Temporal, network-based exploration of long-term Twitter trends. ASONAM 2023: 441-444 - [c157]Ghadeer Mobasher, Wolfgang Mller, Olga Krebs, Michael Gertz:
WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning. BioNLP@ACL 2023: 427-438 - [c156]Dennis Aumiller, Jing Fan, Michael Gertz:
On the State of German (Abstractive) Text Summarization. BTW 2023: 195-220 - [c155]John Ziegler, Michael Gertz:
No Mayfly: Detection and Analysis of Long-term Twitter Trends. BTW 2023: 353-364 - [c154]Satya Almasian, Vivian Kazakova, Philip Göldner, Michael Gertz:
CQE: A Comprehensive Quantity Extractor. EMNLP 2023: 12845-12859 - [c153]John Ziegler, Michael Gertz:
Who Is behind a Trend? Temporal Analysis of Interactions among Trend Participants on Twitter. ICWSM 2023: 960-969 - [c152]Jing Fan, Dennis Aumiller, Michael Gertz:
Evaluating Factual Consistency of Texts with Semantic Role Labeling. *SEM@ACL 2023: 89-100 - [i14]Dennis Aumiller, Michael Gertz:
UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification? CoRR abs/2301.01764 (2023) - [i13]Dennis Aumiller, Jing Fan, Michael Gertz:
On the State of German (Abstractive) Text Summarization. CoRR abs/2301.07095 (2023) - [i12]Satya Almasian, Vivian Kazakova, Philip Göldner, Michael Gertz:
CQE: A Comprehensive Quantity Extractor. CoRR abs/2305.08853 (2023) - [i11]Jing Fan, Dennis Aumiller, Michael Gertz:
Evaluating Factual Consistency of Texts with Semantic Role Labeling. CoRR abs/2305.13309 (2023) - [i10]John Ziegler, Fabian Kneißl, Michael Gertz:
CODY: A graph-based framework for the analysis of COnversation DYnamics in online social networks. CoRR abs/2310.08140 (2023) - 2022
- [j29]Cong Tran, Won-Yong Shin, Andreas Spitz, Michael Gertz:
${\sf DeepNC}$DeepNC: Deep Generative Network Completion. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1837-1852 (2022) - [c151]Satya Almasian, Dennis Aumiller, Michael Gertz:
Time for some German? Pre-Training a Transformer-based Temporal Tagger for German. Text2Story@ECIR 2022: 83-90 - [c150]Dennis Aumiller, Ashish Chouhan, Michael Gertz:
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain. EMNLP 2022: 7626-7639 - [c149]Subhash Chandra Pujari, Jannik Strötgen, Mark Giereth, Michael Gertz, Annemarie Friedrich:
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping. EMNLP 2022: 11498-11513 - [c148]Dennis Aumiller, Michael Gertz:
Klexikon: A German Dataset for Joint Summarization and Simplification. LREC 2022: 2693-2701 - [c147]Satya Almasian, Milena Bruseva, Michael Gertz:
QFinder: A Framework for Quantity-centric Ranking. SIGIR 2022: 3272-3277 - [c146]Dennis Aumiller, Satya Almasian, David Pohl, Michael Gertz:
Online DATEing: A Web Interface for Temporal Annotations. SIGIR 2022: 3289-3294 - [i9]Dennis Aumiller, Michael Gertz:
Klexikon: A German Dataset for Joint Summarization and Simplification. CoRR abs/2201.07198 (2022) - [i8]Dennis Aumiller, Ashish Chouhan, Michael Gertz:
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain. CoRR abs/2210.13448 (2022) - 2021
- [c145]John Ziegler, Alexander Brand, Julian Freyberg, Tim König, Wolf J. Schünemann, Marina Walther, Michael Gertz:
EPINetz: Exploration of Political Information Networks. GI-Jahrestagung 2021: 1603-1609 - [c144]Dennis Aumiller, Satya Almasian, Sebastian Lackner, Michael Gertz:
Structural text segmentation of legal documents. ICAIL 2021: 2-11 - [c143]Philip Hausner, Michael Gertz:
News Article Extraction Using Graph Embeddings. LWDA 2021: 119-132 - [i7]Philip Hausner, Michael Gertz:
Dark Patterns in the Interaction with Cookie Banners. CoRR abs/2103.14956 (2021) - 2020
- [c142]Philip Hausner, Dennis Aumiller, Michael Gertz:
TiCCo: Time-Centric Content Exploration. CIKM 2020: 3413-3416 - [c141]Philip Hausner, Dennis Aumiller, Michael Gertz:
Time-centric Exploration of Court Documents. Text2Story@ECIR 2020: 31-37 - [c140]Dennis Aumiller, Satya Almasian, Philip Hausner, Michael Gertz:
UniHD@CL-SciSumm 2020: Citation Extraction as Search. SDP@EMNLP 2020: 261-269 - [c139]Andreas Spitz, Dennis Aumiller, Bálint Soproni, Michael Gertz:
A Versatile Hypergraph Model for Document Collections. SSDBM 2020: 7:1-7:12 - [i6]Dennis Aumiller, Satya Almasian, Sebastian Lackner, Michael Gertz:
Topical Change Detection in Documents via Embeddings of Long Sequences. CoRR abs/2012.03619 (2020)
2010 – 2019
- 2019
- [c138]Satya Almasian, Andreas Spitz, Michael Gertz:
Word Embeddings for Entity-Annotated Texts. ECIR (1) 2019: 307-322 - [c137]Gloria Feher, Andreas Spitz, Michael Gertz:
Retrieving Multi-Entity Associations: An Evaluation of Combination Modes for Word Embeddings. SIGIR 2019: 1169-1172 - [c136]Andreas Spitz, Satya Almasian, Michael Gertz:
TopExNet: Entity-Centric Network Topic Exploration in News Streams. WSDM 2019: 798-801 - [i5]Satya Almasian, Andreas Spitz, Michael Gertz:
Word Embeddings for Entity-annotated Texts. CoRR abs/1902.02078 (2019) - [i4]Gloria Feher, Andreas Spitz, Michael Gertz:
Retrieving Multi-Entity Associations: An Evaluation of Combination Modes for Word Embeddings. CoRR abs/1905.09052 (2019) - [i3]Andreas Spitz, Satya Almasian, Michael Gertz:
TopExNet: Entity-Centric Network Topic Exploration in News Streams. CoRR abs/1905.12335 (2019) - [i2]Cong Tran, Won-Yong Shin, Andreas Spitz, Michael Gertz:
DeepNC: Deep Generative Network Completion. CoRR abs/1907.07381 (2019) - 2018
- [j28]Jannik Strötgen, Michael Gertz, Graeme Hirst, Ruihong Huang:
Domain-Sensitive Temporal Tagging By Jannik Strötgen, Michael Gertz (Max Planck Institute for Informatics, Heidelberg University) Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 36), 2016, xvii+133 pp; paperback, ISBN 978-1-62705-495-1; ebook, ISBN 978-1-62705-499-7; doi: 10.2200/S00721ED1V01Y201606HLT036, $55.00. Comput. Linguistics 44(2) (2018) - [j27]Ajinkya Prabhune, Rainer Stotzka, Vaibhav Sakharkar, Jürgen Hesser, Michael Gertz:
MetaStore: an adaptive metadata management framework for heterogeneous metadata models. Distributed Parallel Databases 36(1): 153-194 (2018) - [j26]Ajinkya Prabhune, Aaron Zweig, Rainer Stotzka, Jürgen Hesser, Michael Gertz:
P-PIF: a ProvONE provenance interoperability framework for analyzing heterogeneous workflow specifications and provenance traces. Distributed Parallel Databases 36(1): 219-264 (2018) - [j25]Michael Gertz, Matthias Renz, Xiaofang Zhou:
Editorial: Advances in spatial and temporal databases. GeoInformatica 22(4): 783-784 (2018) - [c135]Andreas Spitz, Michael Gertz:
Entity-Centric Topic Extraction and Exploration: A Network-Based Approach. ECIR 2018: 3-15 - [c134]Erich Schubert, Andreas Spitz, Michael Gertz:
Exploring Significant Interactions in Live News. NewsIR@ECIR 2018: 39-44 - [c133]Andreas Spitz, Diego Costa, Kai Chen, Jan Greulich, Johanna Geiß, Stefan Wiesberg, Michael Gertz:
Heterogeneous subgraph features for information networks. GRADES/NDA@SIGMOD/PODS 2018: 7:1-7:9 - [c132]Erich Schubert, Michael Gertz:
Improving the Cluster Structure Extracted from OPTICS Plots. LWDA 2018: 318-329 - [c131]Erich Schubert, Michael Gertz:
Numerically stable parallel computation of (co-)variance. SSDBM 2018: 10:1-10:12 - [c130]Sebastian Lackner, Andreas Spitz, Matthias Weidemüller, Michael Gertz:
Efficient anti-community detection in complex networks. SSDBM 2018: 16:1-16:12 - [c129]Andreas Spitz, Michael Gertz:
Exploring Entity-centric Networks in Entangled News Streams. WWW (Companion Volume) 2018: 555-563 - [c128]Andreas Spitz, Jannik Strötgen, Michael Gertz:
Predicting Document Creation Times in News Citation Networks. WWW (Companion Volume) 2018: 1731-1736 - [r2]Omar Alonso, Michael Gertz:
Time and Information Retrieval. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j24]Hamed Abdelhaq, Michael Gertz, Ayser Armiti:
Efficient online extraction of keywords for localized events in twitter. GeoInformatica 21(2): 365-388 (2017) - [c127]Ajinkya Prabhune, Rainer Stotzka, Michael Gertz, Lei Zheng, Jürgen Hesser:
Managing Provenance for Medical Datasets - An Example Case for Documenting the Workflow for Image Processing. HEALTHINF 2017: 236-243 - [c126]Ludwig Richter, Johanna Geiß, Andreas Spitz, Michael Gertz:
HeidelPlace: An Extensible Framework for Geoparsing. EMNLP (System Demonstrations) 2017: 85-90 - [c125]Andreas Spitz, Gloria Feher, Michael Gertz:
Extracting Descriptions of Location Relations from Implicit Textual Networks. GIR 2017: 1:1-1:9 - [c124]Johanna Geiß, Andreas Spitz, Michael Gertz:
NECKAr: A Named Entity Classifier for Wikidata. GSCL 2017: 115-129 - [c123]Erich Schubert, Michael Gertz:
Intrinsic t-Stochastic Neighbor Embedding for Visualization and Outlier Detection - A Remedy Against the Curse of Dimensionality? SISAP 2017: 188-203 - [c122]Andreas Spitz, Satya Almasian, Michael Gertz:
EVELIN: Exploration of Event and Entity Links in Implicit Networks. WWW (Companion Volume) 2017: 273-277 - [e8]Michael Gertz, Matthias Renz, Xiaofang Zhou, Erik G. Hoel, Wei-Shinn Ku, Agnès Voisard, Chengyang Zhang, Haiquan Chen, Liang Tang, Yan Huang, Chang-Tien Lu, Siva Ravada:
Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings. Lecture Notes in Computer Science 10411, Springer 2017, ISBN 978-3-319-64366-3 [contents] - [i1]Erich Schubert, Andreas Spitz, Michael Weiler, Johanna Geiß, Michael Gertz:
Semantic Word Clouds with Background Corpus Normalization and t-distributed Stochastic Neighbor Embedding. CoRR abs/1708.03569 (2017) - 2016
- [b2]Jannik Strötgen, Michael Gertz:
Domain-Sensitive Temporal Tagging. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2016, ISBN 978-3-031-01035-4 - [j23]Michael Gertz, Matthias Renz, Jagan Sankaranarayanan:
ACM SIGSPATIAL 2015 conference report: the 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015) Seattle, Washington, USA - November 3-6, 2015. ACM SIGSPATIAL Special 8(1): 50-52 (2016) - [c121]Ajinkya Prabhune, Hasebullah Ansari, Anil Keshav, Rainer Stotzka, Michael Gertz, Jürgen Hesser:
MetaStore: A metadata framework for scientific data repositories. IEEE BigData 2016: 3026-3035 - [c120]Andreas Spitz, Johanna Geiß, Michael Gertz, Stefan Hagedorn, Kai-Uwe Sattler:
Refining imprecise spatio-temporal events: a network-based approach. GIR 2016: 5:1-5:10 - [c119]Andreas Spitz, Vaibhav Dixit, Ludwig Richter, Michael Gertz, Johanna Geiß:
State of the Union: A Data Consumer's Perspective on Wikidata and Its Properties for the Classification and Resolution of Entities. Wiki@ICWSM 2016 - [c118]Ajinkya Prabhune, Aaron Zweig, Rainer Stotzka, Michael Gertz, Jürgen Hesser:
Prov2ONE: An Algorithm for Automatically Constructing ProvONE Provenance Graphs. IPAW 2016: 204-208 - [c117]Andreas Spitz, Michael Gertz:
Terms over LOAD: Leveraging Named Entities for Cross-Document Extraction and Summarization of Events. SIGIR 2016: 503-512 - [c116]Andreas Spitz, Johanna Geiß, Michael Gertz:
So far away and yet so close: augmenting toponym disambiguation and similarity with text-based networks. GeoRich@SIGMOD 2016: 2:1-2:6 - [c115]Ayser Armiti, Michael Gertz:
Geometric Graph Indexing for Similarity Search in Scientific Databases. SSDBM 2016: 5:1-5:12 - [c114]Johanna Geiß, Michael Gertz:
With a Little Help from my Neighbors: Person Name Linking Using the Wikipedia Social Network. WWW (Companion Volume) 2016: 985-990 - 2015
- [c113]Andreas Spitz, Michael Gertz:
Breaking the News: Extracting the Sparse Citation Network Backbone of Online News Articles. ASONAM 2015: 274-279 - [c112]Johanna Geiß, Andreas Spitz, Michael Gertz:
Beyond Friendships and Followers: The Wikipedia Social Network. ASONAM 2015: 472-479 - [c111]Stefan Hagedorn, Kai-Uwe Sattler, Michael Gertz:
A Framework for Scalable Correlation of Spatio-temporal Event Data. BICOD 2015: 9-15 - [c110]Thomas Bögel, Michael Gertz, Evelyn Gius, Janina Jacke, Jan Christoph Meister, Marco Petris, Jannik Strötgen:
Gleiche Textdaten, unterschiedliche Erkenntnisziele? Zum Potential vermeintlich widersprüchlicher Zugänge zu Textanalyse. DHd 2015 - [c109]Thomas Bögel, Marco Petris, Michael Gertz, Jannik Strötgen:
An End-To-End Integration of Automatic Annotations into CATMA. DHd 2015 - [c108]Jannik Strötgen, Michael Gertz:
A Baseline Temporal Tagger for all Languages. EMNLP 2015: 541-547 - [c107]Johanna Geiß, Andreas Spitz, Jannik Strötgen, Michael Gertz:
The Wikipedia location network: overcoming borders and oceans. GIR 2015: 2:1-2:3 - [c106]Thomas Bögel, Michael Gertz:
Did I Really Say That? - Combining Machine Learning and Dependency Relations to Extract Statements from German News Articles. GSCL 2015: 13-21 - [c105]Thomas Bögel, Jannik Strötgen, Michael Gertz:
A Hybrid Approach to Extract Temporal Signals from Narratives. GSCL 2015: 106-107 - [c104]Stefan Hagedorn, Kai-Uwe Sattler, Michael Gertz:
Large-scale Analysis of Event Data. GvD 2015: 90-95 - [c103]Bartosz Bogacz, Michael Gertz, Hubert Mara:
Character retrieval of vectorized cuneiform script. ICDAR 2015: 326-330 - [c102]Thomas Bögel, Michael Gertz:
Time will Tell: Temporal Linking of News Stories. JCDL 2015: 195-204 - [c101]Bilel Moulahi, Jannik Strötgen, Michael Gertz, Lynda Tamine:
HeidelToul: A Baseline Approach for Cross-document Event Ordering. SemEval@NAACL-HLT 2015: 825-829 - [c100]Andreas Spitz, Jannik Strötgen, Thomas Bögel, Michael Gertz:
Terms in Time and Times in Context: A Graph-based Term-Time Ranking Model. WWW (Companion Volume) 2015: 1375-1380 - [e7]Jie Bao, Christian Sengstock, Mohammed Eunus Ali, Yan Huang, Michael Gertz, Matthias Renz, Jagan Sankaranarayanan:
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, Bellevue, WA, USA, November 3-6, 2015. ACM 2015, ISBN 978-1-4503-3967-4 [contents] - 2014
- [j22]Jannik Strötgen, Ayser Armiti, Tran Van Canh, Julian Zell, Michael Gertz:
Time for More Languages: Temporal Tagging of Arabic, Italian, Spanish, and Vietnamese. ACM Trans. Asian Lang. Inf. Process. 13(1): 1:1-1:21 (2014) - [c99]Anh Le, Michael Gertz, Christian Sengstock:
An Event-Based Framework for the Semantic Annotation of Locations. ADBIS 2014: 248-262 - [c98]Tran Van Canh, Michael Gertz:
rLinkTopic: A probabilistic model for discovering regional LinkTopic communities. ASONAM 2014: 21-26 - [c97]Thomas Bögel, Jannik Strötgen, Christoph Mayer, Michael Gertz:
A Flexible NLP Pipeline for Computational Narratology. DHd 2014 - [c96]Hui Li, Jannik Strötgen, Julian Zell, Michael Gertz:
Chinese Temporal Tagging with HeidelTime. EACL 2014: 133-137 - [c95]Hamed Abdelhaq, Michael Gertz:
On the locality of keywords in Twitter streams. IWGS 2014: 12-20 - [c94]Thomas Bögel, Jannik Strötgen, Michael Gertz:
Computational Narratology: Extracting Tense Clusters from Narrative Texts. LREC 2014: 950-955 - [c93]Jannik Strötgen, Thomas Bögel, Julian Zell, Ayser Armiti, Tran Van Canh, Michael Gertz:
Extending HeidelTime for Temporal Expressions Referring to Historic Dates. LREC 2014: 2390-2397 - [c92]Ayser Armiti, Michael Gertz:
Vertex Similarity - A Basic Framework for Matching Geometric Graphs. LWA 2014: 111-122 - [c91]Ayser Armiti, Michael Gertz:
Geometric graph matching and similarity: a probabilistic approach. SSDBM 2014: 27:1-27:12 - [e6]Yan Huang, Markus Schneider, Michael Gertz, John Krumm, Jagan Sankaranarayanan:
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, Dallas/Fort Worth, TX, USA, November 4-7, 2014. ACM 2014, ISBN 978-1-4503-3131-9 [contents] - 2013
- [j21]Jannik Strötgen, Michael Gertz:
Multilingual and cross-domain temporal tagging. Lang. Resour. Evaluation 47(2): 269-298 (2013) - [j20]Hamed Abdelhaq, Christian Sengstock, Michael Gertz:
EvenTweet: Online Localized Event Detection from Twitter. Proc. VLDB Endow. 6(12): 1326-1329 (2013) - [c90]Christian Sengstock, Michael Gertz:
Spatial Itemset Mining: A Framework to Explore Itemsets in Geographic Space. ADBIS 2013: 148-161 - [c89]Le Van Quoc Anh, Michael Gertz:
Mining Periodic Event Patterns from RDF Datasets. ADBIS 2013: 162-175 - [c88]Tran Van Canh, Michael Gertz:
A spatial LDA model for discovering regional communities. ASONAM 2013: 162-168 - [c87]Christian Kapp, Jannik Strötgen, Michael Gertz:
EvenPers: Event-based Person Exploration and Correlation. BTW 2013: 519-522 - [c86]Jannik Strötgen, Michael Gertz:
Proximity2-aware ranking for textual, temporal, and geographic queries. CIKM 2013: 739-744 - [c85]Hamed Abdelhaq, Michael Gertz, Christian Sengstock:
Spatio-temporal characteristics of bursty words in Twitter streams. SIGSPATIAL/GIS 2013: 194-203 - [c84]Ayser Armiti, Michael Gertz:
Efficient geometric graph matching using vertex embedding. SIGSPATIAL/GIS 2013: 224-233 - [c83]Christian Sengstock, Michael Gertz, Florian Flatow, Hamed Abdelhaq:
A probablistic model for spatio-temporal signal extraction from social media. SIGSPATIAL/GIS 2013: 264-273 - [c82]Jörg Hauser, Kassian Kobert, Fernando Izquierdo-Carrasco, Karen Meusemann, Bernhard Misof, Michael Gertz, Alexandros Stamatakis:
Heuristic Algorithms for the Protein Model Assignment Problem. ISBRA 2013: 137-148 - [c81]Jannik Strötgen, Julian Zell, Michael Gertz:
HeidelTime: Tuning English and Developing Spanish Resources for TempEval-3. SemEval@NAACL-HLT 2013: 15-19 - [c80]Christian Sengstock, Michael Gertz, Hamed Abdelhaq, Florian Flatow:
Reliable Spatio-temporal Signal Extraction and Exploration from Human Activity Records. SSTD 2013: 484-489 - 2012
- [j19]Michael Gertz, Wolfgang Müller:
Editorial. Datenbank-Spektrum 12(3): 157-159 (2012) - [c79]Jannik Strötgen, Omar Alonso, Michael Gertz:
Retro: Time-Based Exploration of Product Reviews. ECIR 2012: 581-582 - [c78]Christian Sengstock, Michael Gertz:
Latent geographic feature extraction from social media. SIGSPATIAL/GIS 2012: 149-158 - [c77]Le Van Quoc Anh, Michael Gertz:
Mining Spatio-temporal Patterns in the Presence of Concept Hierarchies. ICDM Workshops 2012: 765-772 - [c76]Christian Sengstock, Michael Gertz, Tran Van Canh:
Spatial Interestingness Measures for Co-location Pattern Mining. ICDM Workshops 2012: 821-826 - [c75]