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ORCIDJannik Strötgen
Person information
- affiliation: Bosch Center for Artificial Intelligence, Renningen, Germany
- affiliation (former): Max-Planck-Institut für Informatik, Saarbrücken, Germany
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2020 – today
- 2024
[c75]Akash Kumar Gautam, Lukas Lange, Jannik Strötgen:
Discourse-Aware In-Context Learning for Temporal Expression Normalization. NAACL (Short Papers) 2024: 306-315- [c74]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
Rehearsal-Free Modular and Compositional Continual Learning for Language Models. NAACL (Short Papers) 2024: 469-480 - [i21]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
Rehearsal-Free Modular and Compositional Continual Learning for Language Models. CoRR abs/2404.00790 (2024) - [i20]Akash Kumar Gautam, Lukas Lange, Jannik Strötgen:
Discourse-Aware In-Context Learning for Temporal Expression Normalization. CoRR abs/2404.07775 (2024) - [i19]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
Learn it or Leave it: Module Composition and Pruning for Continual Learning. CoRR abs/2406.18708 (2024) - [i18]Mingyang Wang, Lukas Lange, Heike Adel, Jannik Strötgen, Hinrich Schütze:
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization. CoRR abs/2410.02433 (2024) - 2023
- [c73]Chia-Chien Hung, Lukas Lange, Jannik Strötgen:
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers. ACL (Findings) 2023: 487-503 - [c72]Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow:
Multilingual Normalization of Temporal Expressions with Masked Language Models. EACL 2023: 1166-1178 - [c71]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training. EMNLP 2023: 4631-4646 - [c70]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis. SemEval@ACL 2023: 488-497 - [i17]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis. CoRR abs/2305.00090 (2023) - [i16]Chia-Chien Hung, Lukas Lange, Jannik Strötgen:
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers. CoRR abs/2305.12717 (2023) - [i15]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training. CoRR abs/2310.15269 (2023) - 2022
- [j6]Lukas Lange
, Heike Adel, Jannik Strötgen, Dietrich Klakow:
CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. Bioinform. 38(12): 3267-3274 (2022) - [c69]Subhash Chandra Pujari, Fryderyk Mantiuk, Mark Giereth, Jannik Strötgen, Annemarie Friedrich:
Evaluating Neural Multi-Field Document Representations for Patent Classification. BIR@ECIR 2022: 13-27 - [c68]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 - [c67]Hassan Soliman, Heike Adel, Mohamed H. Gad-Elrab, Dragan Milchevski, Jannik Strötgen:
A Study on Entity Linking Across Domains": " Which Data is Best for Fine-Tuning? RepL4NLP@ACL 2022: 184-190 - [c66]Vinh Thinh Ho, Daria Stepanova, Dragan Milchevski, Jannik Strötgen, Gerhard Weikum:
Enhancing Knowledge Bases with Quantity Facts. WWW 2022: 893-901 - [i14]Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow:
Multilingual Normalization of Temporal Expressions with Masked Language Models. CoRR abs/2205.10399 (2022) - 2021
- [c65]Subhash Chandra Pujari, Annemarie Friedrich, Jannik Strötgen:
A Multi-task Approach to Neural Multi-label Hierarchical Patent Classification Using Transformers. ECIR (1) 2021: 513-528 - [c64]Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations. EMNLP (1) 2021: 8382-8395 - [c63]Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow:
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. EMNLP (1) 2021: 8744-8753 - [c62]Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. NAACL-HLT 2021: 2545-2568 - [c61]Lukas Lange, Heike Adel, Jannik Strötgen:
Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting. IberLEF@SEPLN 2021: 737-746 - [i13]Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow:
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. CoRR abs/2104.08078 (2021) - [i12]Heike Adel, Jannik Strötgen:
Enriched Attention for Robust Relation Extraction. CoRR abs/2104.10899 (2021) - [i11]Lukas Lange, Heike Adel, Jannik Strötgen:
Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting. CoRR abs/2109.08597 (2021) - [i10]Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. CoRR abs/2112.08754 (2021) - 2020
- [c60]Lukas Lange, Heike Adel, Jannik Strötgen:
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain. ACL 2020: 6945-6952 - [c59]Lukas Lange, Heike Adel, Jannik Strötgen:
On the Choice of Auxiliary Languages for Improved Sequence Tagging. RepL4NLP@ACL 2020: 95-102 - [c58]Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen:
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text. RepL4NLP@ACL 2020: 103-109 - [c57]Lukas Lange, Xiang Dai, Heike Adel, Jannik Strötgen:
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction. IberLEF@SEPLN 2020: 335-346 - [c56]Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova, Evgeny Kharlamov, Jannik Strötgen:
Fast Computation of Explanations for Inconsistency in Large-Scale Knowledge Graphs. WWW 2020: 2613-2619 - [i9]Lukas Lange, Heike Adel, Jannik Strötgen:
On the Choice of Auxiliary Languages for Improved Sequence Tagging. CoRR abs/2005.09389 (2020) - [i8]Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen:
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text. CoRR abs/2005.09392 (2020) - [i7]Lukas Lange, Heike Adel, Jannik Strötgen:
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain. CoRR abs/2005.09397 (2020) - [i6]Lukas Lange, Heike Adel, Jannik Strötgen:
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection. CoRR abs/2007.01022 (2020) - [i5]Lukas Lange, Heike Adel, Jannik Strötgen:
NLNDE: The Neither-Language-Nor-Domain-Experts' Way of Spanish Medical Document De-Identification. CoRR abs/2007.01030 (2020) - [i4]Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
Adversarial Learning of Feature-based Meta-Embeddings. CoRR abs/2010.12305 (2020) - [i3]Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow:
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. CoRR abs/2010.12309 (2020) - [i2]Lukas Lange, Xiang Dai, Heike Adel, Jannik Strötgen:
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction. CoRR abs/2010.12322 (2020)
2010 – 2019
- 2019
- [c55]Lukas Lange, Heike Adel, Jannik Strötgen:
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection. BioNLP-OST@EMNLP-IJNCLP 2019: 26-32 - [c54]Michel Schwab, Robert Jäschke, Frank Fischer, Jannik Strötgen:
"A Buster Keaton of Linguistics": First Automated Approaches for the Extraction of Vossian Antonomasia. EMNLP/IJCNLP (1) 2019: 6237-6242 - [c53]Dhruv Gupta, Klaus Berberich, Jannik Strötgen, Demetrios Zeinalipour-Yazti:
Generating Semantic Aspects for Queries. ESWC 2019: 162-178 - [c52]Jannik Strötgen, Trung-Kien Tran, Annemarie Friedrich, Dragan Milchevski, Federico Tomazic, Anika Marusczyk, Heike Adel, Daria Stepanova, Felix Hildebrand, Evgeny Kharlamov:
Towards the Bosch Materials Science Knowledge Base. ISWC (Satellites) 2019: 323-324 - [c51]Lukas Lange, Heike Adel, Jannik Strötgen:
NLNDE: The Neither-Language-Nor-Domain-Experts' Way of Spanish Medical Document De-Identification. IberLEF@SEPLN 2019: 671-678 - [c50]Ioannis Dikeoulias, Jannik Strötgen, Simon Razniewski:
Epitaph or Breaking News? Analyzing and Predicting the Stability of Knowledge Base Properties. WWW (Companion Volume) 2019: 1155-1158 - [c49]Lukas Lange, Omar Alonso, Jannik Strötgen:
The Power of Temporal Features for Classifying News Articles. WWW (Companion Volume) 2019: 1159-1160 - [i1]Zhen Jia, Abdalghani Abujabal, Rishiraj Saha Roy, Jannik Strötgen, Gerhard Weikum:
TEQUILA: Temporal Question Answering over Knowledge Bases. CoRR abs/1908.03650 (2019) - 2018
- [j5]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) - [c48]Prabal Agarwal, Jannik Strötgen, Luciano Del Corro, Johannes Hoffart, Gerhard Weikum:
diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora. ACL (2) 2018: 686-693 - [c47]Zhen Jia, Abdalghani Abujabal, Rishiraj Saha Roy, Jannik Strötgen, Gerhard Weikum:
TEQUILA: Temporal Question Answering over Knowledge Bases. CIKM 2018: 1807-1810 - [c46]Evelyn Gius, Nils Reiter, Jannik Strötgen, Marcus Willand:
SANTA: Systematische Analyse Narrativer Texte durch Annotation. DHd 2018 - [c45]Jannik Strötgen, Rosita Andrade, Dhruv Gupta:
Putting Dates on the Map: Harvesting and Analyzing Street Names with Date Mentions and their Explanations. JCDL 2018: 79-88 - [c44]Dhruv Gupta, Klaus Berberich, Jannik Strötgen, Demetrios Zeinalipour-Yazti:
Generating Semantic Aspects for Queries. JCDL 2018: 335-336 - [c43]Jannik Strötgen, Anne-Lyse Minard, Lukas Lange, Manuela Speranza, Bernardo Magnini:
KRAUTS: A German Temporally Annotated News Corpus. LREC 2018 - [c42]Kashyap Popat, Subhabrata Mukherjee, Jannik Strötgen, Gerhard Weikum:
CredEye: A Credibility Lens for Analyzing and Explaining Misinformation. WWW (Companion Volume) 2018: 155-158 - [c41]Zhen Jia, Abdalghani Abujabal, Rishiraj Saha Roy, Jannik Strötgen, Gerhard Weikum:
TempQuestions: A Benchmark for Temporal Question Answering. WWW (Companion Volume) 2018: 1057-1062 - [c40]Andreas Spitz, Jannik Strötgen, Michael Gertz:
Predicting Document Creation Times in News Citation Networks. WWW (Companion Volume) 2018: 1731-1736 - 2017
- [c39]Robert Jäschke, Jannik Strötgen, Elena Krotova, Frank Fischer:
"Der Helmut Kohl unter den Brotaufstrichen". Zur Extraktion vossianischer Antonomasien aus großen Zeitungskorpora. DHd 2017 - [c38]Nils Reiter, Evelyn Gius, Jannik Strötgen, Marcus Willand:
A Shared Task for a Shared Goal: Systematic Annotation of Literary Texts. DH 2017 - [c37]Stefania Degaetano-Ortlieb, Jannik Strötgen:
Diachronic Variation of Temporal Expressions in Scientific Writing Through the Lens of Relative Entropy. GSCL 2017: 259-275 - [c36]Natalia Boldyrev, Marc Spaniol, Jannik Strötgen, Gerhard Weikum:
SESAME: European Statistics Explored via Semantic Alignment onto Wikipedia. WWW (Companion Volume) 2017: 177-181 - [c35]Rosita Andrade, Jannik Strötgen:
All Dates Lead to Rome: Extracting and Explaining Temporal References in Street Names. WWW (Companion Volume) 2017: 757-758 - [c34]Kashyap Popat, Subhabrata Mukherjee, Jannik Strötgen, Gerhard Weikum:
Where the Truth Lies: Explaining the Credibility of Emerging Claims on the Web and Social Media. WWW (Companion Volume) 2017: 1003-1012 - [c33]Prabal Agarwal, Jannik Strötgen:
Tiwiki: Searching Wikipedia with Temporal Constraints. WWW (Companion Volume) 2017: 1595-1600 - 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 - [c32]Kashyap Popat, Subhabrata Mukherjee, Jannik Strötgen, Gerhard Weikum:
Credibility Assessment of Textual Claims on the Web. CIKM 2016: 2173-2178 - [c31]Thomas Bögel, Evelyn Gius, Marco Petris, Jannik Strötgen:
CATMA - Eine Plattform zum kollaborativen und automatisierten Annotieren und Analysieren von Texten. DHd 2016 - [c30]Dhruv Gupta, Jannik Strötgen, Klaus Berberich:
DIGITALHISTORIAN: Search & Analytics Using Annotations. HistoInformatics@DH 2016: 5-10 - [c29]Thomas Bögel, Evelyn Gius, Janina Jacke, Jannik Strötgen:
From Order to Order Switch. Mediating between Complexity and Reproducibility in the Context of Automated Literary Annotation. DH 2016: 379-382 - [c28]Dhruv Gupta, Jannik Strötgen, Klaus Berberich:
EventMiner: Mining Events from Annotated Documents. ICTIR 2016: 261-270 - [c27]Leon Derczynski, Jannik Strötgen, Diana Maynard, Mark A. Greenwood, Manuel Jung:
GATE-Time: Extraction of Temporal Expressions and Events. LREC 2016 - [c26]Erdal Kuzey, Jannik Strötgen, Vinay Setty, Gerhard Weikum:
Temponym Tagging: Temporal Scopes for Textual Phrases. WWW (Companion Volume) 2016: 841-842 - [c25]Erdal Kuzey, Vinay Setty, Jannik Strötgen, Gerhard Weikum:
As Time Goes By: Comprehensive Tagging of Textual Phrases with Temporal Scopes. WWW 2016: 915-925 - 2015
- [b1]Jannik Strötgen:
Domain-sensitive temporal tagging for event-centric information retrieval. University of Heidelberg, Germany, 2015, pp. 1-284 - [j4]Leon Derczynski, Jannik Strötgen, Ricardo Campos, Omar Alonso:
Time and information retrieval: Introduction to the special issue. Inf. Process. Manag. 51(6): 786-790 (2015) - [c24]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 - [c23]Thomas Bögel, Marco Petris, Michael Gertz, Jannik Strötgen:
An End-To-End Integration of Automatic Annotations into CATMA. DHd 2015 - [c22]Frank Fischer, Jannik Strötgen:
Wann findet die deutsche Literatur statt? - Zur Untersuchung von Zeitausdrücken in großen Korpora. DHd 2015 - [c21]Jannik Strötgen, Michael Gertz:
A Baseline Temporal Tagger for all Languages. EMNLP 2015: 541-547 - [c20]Johanna Geiß, Andreas Spitz, Jannik Strötgen, Michael Gertz:
The Wikipedia location network: overcoming borders and oceans. GIR 2015: 2:1-2:3 - [c19]Thomas Bögel, Jannik Strötgen, Michael Gertz:
A Hybrid Approach to Extract Temporal Signals from Narratives. GSCL 2015: 106-107 - [c18]Bilel Moulahi, Jannik Strötgen, Michael Gertz, Lynda Tamine:
HeidelToul: A Baseline Approach for Cross-document Event Ordering. SemEval@NAACL-HLT 2015: 825-829 - [c17]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 - [p1]Jannik Strötgen:
Domänen-sensitives Temporal Tagging für Event-zentriertes Information Retrieval. Ausgezeichnete Informatikdissertationen 2015: 279-288 - 2014
- [j3]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) - [c16]Thomas Bögel, Jannik Strötgen, Christoph Mayer, Michael Gertz:
A Flexible NLP Pipeline for Computational Narratology. DHd 2014 - [c15]Thomas Bögel, Evelyn Gius, Marco Petris, Jannik Strötgen:
A Collaborative, Indeterministic and partly Automatized Approach to Text Annotation. DH 2014 - [c14]Hui Li, Jannik Strötgen, Julian Zell, Michael Gertz:
Chinese Temporal Tagging with HeidelTime. EACL 2014: 133-137 - [c13]Thomas Bögel, Jannik Strötgen, Michael Gertz:
Computational Narratology: Extracting Tense Clusters from Narrative Texts. LREC 2014: 950-955 - [c12]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 - 2013
- [j2]Jannik Strötgen, Michael Gertz:
Multilingual and cross-domain temporal tagging. Lang. Resour. Evaluation 47(2): 269-298 (2013) - [c11]Christian Kapp, Jannik Strötgen, Michael Gertz:
EvenPers: Event-based Person Exploration and Correlation. BTW 2013: 519-522 - [c10]Jannik Strötgen, Michael Gertz:
Proximity2-aware ranking for textual, temporal, and geographic queries. CIKM 2013: 739-744 - [c9]Jannik Strötgen, Julian Zell, Michael Gertz:
HeidelTime: Tuning English and Developing Spanish Resources for TempEval-3. SemEval@NAACL-HLT 2013: 15-19 - 2012
- [c8]Jannik Strötgen, Omar Alonso, Michael Gertz:
Retro: Time-Based Exploration of Product Reviews. ECIR 2012: 581-582 - [c7]Jannik Strötgen, Michael Gertz:
Event-centric search and exploration in document collections. JCDL 2012: 223-232 - [c6]Jannik Strötgen, Michael Gertz:
Temporal Tagging on Different Domains: Challenges, Strategies, and Gold Standards. LREC 2012: 3746-3753 - [c5]Jannik Strötgen, Omar Alonso, Michael Gertz:
Identification of top relevant temporal expressions in documents. TempWeb 2012: 33-40 - 2011
- [c4]Jannik Strötgen, Michael Gertz, Conny Junghans:
An event-centric model for multilingual document similarity. SIGIR 2011: 953-962 - [c3]Omar Alonso, Jannik Strötgen, Ricardo Baeza-Yates, Michael Gertz:
Temporal Information Retrieval: Challenges and Opportunities. TWAW 2011: 1-8 - 2010
- [j1]Jannik Strötgen, Michael Gertz:
TimeTrails: A System for Exploring Spatio-Temporal Information in Documents. Proc. VLDB Endow. 3(2): 1569-1572 (2010) - [c2]Jannik Strötgen, Michael Gertz, Pavel Popov:
Extraction and exploration of spatio-temporal information in documents. GIR 2010 - [c1]Jannik Strötgen, Michael Gertz:
HeidelTime: High Quality Rule-Based Extraction and Normalization of Temporal Expressions. SemEval@ACL 2010: 321-324
Coauthor Index
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