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Michael Färber/Publikationen

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Publikationen von Michael Färber

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article

Michael Färber, Jannik Schwade, Adam Jatowt
Measuring Variety, Balance, and Disparity: An Analysis of Media Coverage of the 2021 German Federal Election
arXiv, 2023
(Details)


Michael Färber, Lazaros Tampakis
Analyzing the Impact of Companies on AI Research Based on Publications
Scientometrics, 2023
(Details)


Michael Färber, Coutinho, Shuzhou Yuan
Biases in Scholarly Recommender Systems: Impact, Prevalence, and Mitigation
Scientometrics, 2023
(Details)


Michael Färber, Lin Ao
The Microsoft Academic Knowledge Graph Enhanced: Author Name Disambiguation, Publication Classification, and Embeddings
Quantitative Science Studies, Februar, 2022
(Details)


Michael Färber, David Lamprecht
The Data Set Knowledge Graph: Creating a Linked Open Data Source for Data Sets
Quantitative Science Studies, 2021
(Details)


Jiexin Wang, Adam Jatowt, Michael Färber, Masatoshi Yoshikawa
Improving Question Answering for Event-Focused Questions in Temporal Collections of News Articles
Information Retrieval Journal, Januar, 2021
(Details)


Tarek Saier, Michael Färber, Tornike Tsereteli
Cross-Lingual Citations in English Papers: A Large-Scale Analysis of Prevalence, Usage, and Impact
International Journal on Digital Libraries, 23, (2), Seiten 179–195, Dezember, 2021
(Details)


Tarek Saier, Michael Färber
unarXive: A Large Scholarly Data Set with Publications’ Full-Text, Annotated In-Text Citations, and Links to Metadata
Scientometrics, März, 2020
(Details)


Michael Färber
Linked Crunchbase: A Linked Data API and RDF Data Set About Innovative Companies
arXiv, 2019
(Details)


Michael Färber, Frederic Bartscherer, Carsten Menne, Achim Rettinger
Linked Data Quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO
Semantic Web Journal, 9, (2), Seiten 77–129, 2018
(Details)


Michael Färber, Carsten Menne, Andreas Harth
A Linked Data Wrapper for CrunchBase
Semantic Web Journal, 9, (4), Seiten 505–5015, 2018
(Details)


Lei Zhang, Andreas Thalhammer, Achim Rettinger, Michael Färber, Aditya Mogadala, Ronald Denaux
The xLiMe System: Cross-lingual and Cross-modal Semantic Annotation, Search and Recommendation over Live-TV, News and Social Media Streams
Journal of Web Semantics, 46, Seiten 20-30, 2017
(Details)


Michael Färber
Using a semantic wiki for technology forecast and technology monitoring
Program: Electronic Library & Information Systems, 50, (2), Seiten 225-242, 2016
(Details)


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inproceedings

Juwal Regev, Adam Jatowt, Michael Färber
Future Timelines: Extraction and Visualization of Future-Related Content From News Articles
Proceedings of the 17th International Conference on Web Search and Data Mining (WSDM'24), ACM
(Details)


Michael Straub, Tarek Saier, Johannes Reber, Robert Borkowski, Shi Li, André Richter, Michael Färber, Tobias Käfer, René Bonk
AI-Based OTDR Event Detection, Classification and Assignment to ODN Branches in Passive Optical Networks
Proceedings of the 2023 European Conference on Optical Communication (ECOC'23), IEEE
(Details)


David Faragó, Michael Färber, Christian Petrov
A Full-fledged Commit Message Quality Checker Based on Machine Learning
Proceedings of the 47th Annual IEEE Computers, Software, and Applications Conference (COMPSAC'23), IEEE
(Details)


Adam Jatowt, Calvin Gehrer, Michael Färber
Automatic Hint Generation
Proceedings of the 13th International Conference on the Theory of Information Retrieval (ICTIR'23), ACM
(Details)


Shuzhou Yuan, Michael Färber
Evaluating Generative Models for Graph-to-Text Generation
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2023), ACL Anthology, Varna, Bulgaria, September, 2023
(Details)


Tarek Saier, Johan Krause, Michael Färber
unarXive 2022: All arXiv Publications Pre-Processed for NLP, Including Structured Full-Text and Citation Network
2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Seiten: 66--70, IEEE, Juni, 2023
(Details)


Michael Färber, Nicholas Popovic
Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP'23), ACM
(Details)


Tarek Saier, Youxiang Dong, Michael Färber
CoCon: A Data Set on Combined Contextualized Research Artifact Use
2023 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Seiten: 47--50, IEEE, Juni, 2023
(Details)


Daniel Bogdoll, Jonas Hendl, Felix Schreyer, Nishanth Gowda, Michael Färber, J. Marius Zöllner
Impact, Attention, Influence: Early Assessment of Autonomous Driving Datasets
Proceedings of the 8th International Conference on Control and Robotics Engineering (ICCRE'23), IEEE
(Details)


Michael Färber, David Lamprecht, Johan Krause, Linn Aung, Peter Haase
SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples
Proceedings of the 22th International Semantic Web Conference (ISWC'23), Seiten: 1-19, Springer
(Details)


Kristian Noullet, Ayoub Ourgani, Michael Färber
A Full-Fledged Framework for Combining Entity Linking Systems and Components
Proceedings of the 12th Knowledge Capture Conference (K-CAP'23), ACM
(Details)


Michael Färber, David Lamprecht
Linked Papers With Code: The Latest in Machine Learning as an RDF Knowledge Graph
Proceedings of the 22th International Semantic Web Conference (ISWC'23), CEUR
(Details)


Florian Pickelmann, Michael Färber, Adam Jatowt
Ablesbarkeitsmesser: A System for Assessing the Readability of German Text
Proceedings of the 45th European Conference on Information Retrieval (ECIR'23), Springer
(Details)


Michael Färber, Christoph Braun, Nicholas Popovic, Tarek Saier, Kristian Noullet
Which Publications' Metadata Are in Which Bibliographic Databases? A System for Exploration
Proceedings of the 12th International Workshop on Bibliometric-enhanced Information Retrieval (BIR∂ECIR'22), CEUR-WS
(Details)


Anna Nguyen, Daniel Hagenmayer, Tobias Weller, Michael Färber
Explaining Convolutional Neural Networks by Tagging Filters
Proceedings of AIMLAI∂CIKM'22, CEUR
(Details)


Michael Färber, David Lamprecht
The Green AI Ontology: An Ontology for Modeling the Energy Consumption of AI Models
Proceedings of the 21st International Semantic Web Conference (ISWC'22), CEUR-WS
(Details)


Igor Shapiro, Tarek Saier, Michael Färber
Sequence Labeling for Citation Field Extraction from Cyrillic Script References
Proceedings of the AAAI Workshop on Scientific Document Understanding (SDU∂AAAI'22), ACM
(Details)


Chifumi Nishioka, Michael Färber, Tarek Saier
How Does Author Affiliation Affect Preprint Citation Count? Analyzing Citation Bias at the Institution and Country Level
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, ACM
(Details)


Leopold Müller, Lars Böcking, Michael Färber
Safety Aware Reinforcement Learning by Identifying Comprehensible Constraints in Expert Demonstrations
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI∂AAAI'22), AAAI
(Details)


Nicholas Popovic, Michael Färber
Few-Shot Document-Level Relation Extraction
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Association for Computational Linguistics
(Details)


Nicholas Popovic, Walter Laurito, Michael Färber
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify Entities
Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), Association for Computational Linguistics
(Details)


Michael Färber, Nicolas Weber
When to Use Which Neural Network? Finding the Right Neural Network Architecture for a Research Problem
Proceedings of the AAAI Workshop on Scientific Document Understanding (SDU∂AAAI'22), ACM
(Details)


Tarek Saier, Meng Luan, Michael Färber
A Blocking-Based Approach to Enhance Large-Scale Reference Linking
Proceedings of the workshop on understanding literature references in academic full text (ULITE) at JCDL 2022, CEUR-WS, Juni, 2022
(Details)


Anna Nguyen, Franz Krause, Daniel Hagenmayer, Michael Färber
Quantifying Explanations of Neural Networks in E-Commerce Based on LRP
Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD'21), Seiten: 251-267, Springer, Juli, 2021
(Details)


Kristian Noullet, Samuel Printz, Michael Färber
Combining Linking Techniques for Everyone
Proceedings of the 18th Extended Semantic Web Conference (ESWC'21), Springer
(Details)


Michael Färber, Vinzenz Zinecker, Isabela Bragaglia, Sebastian Celis, Maria Duma
C-Rex: A Comprehensive System for Recommending In-Text Citations with Explanations
Proceedings of the 1st International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment (Sci-K'21∂WWW'21), ACM
(Details)


Boulos El Asmar, Syrine Chelly, Michael Färber
AWARE: An Ontology for Situational Awareness of Autonomous Vehicles in Manufacturing
Proceedings of the 2021 Commonsense Knowledge Graph Workshop (CSKG'21)@AAAI'21, AAAI
(Details)


Michael Färber, Frederic Bartscherer
Media Bias Everywhere? A Vision for Dealing with the Manipulation of Public Opinion
Proceedings of the Second International Workshop on Algorithmic Bias in Search and Recommendation (Bias∂ECIR'21), Springer
(Details)


Michael Färber, Ann-Kathrin Leisinger
DataHunter: A System for Finding Datasets Based on Scientific Problem Descriptions
Proceedings of the 15th ACM Recommender Systems Conference (RecSys'21), Seiten: 749--752, ACM
(Details)


Anna Nguyen, Adrian Oberföll, Michael Färber
Right for the Right Reasons: Making Image Classification Intuitively Explainable
Advances in Information Retrieval. ECIR 2021. Lecture Notes in Computer Science, Springer, Cham, 12657, März, 2021
(Details)


Michael Färber, Alexander Albers, Felix Schüber
Identifying Used Methods and Datasets in Scientific Publications
In AAAI, Proceedings of the AAAI-21 Workshop on Scientific Document Understanding (SDU'21), AAAI
(Details)


Johan Krause, Igor Shapiro, Tarek Saier, Michael Färber
Bootstrapping Multilingual Metadata Extraction: A Showcase in Cyrillic
Proceedings of the Second Workshop on Scholarly Document Processing, CEUR-WS
(Details)


Adam Jatowt, I-Chen Hung, Michael Färber, Ricardo Campos, Masatoshi Yoshikawa
Exploding TV Sets & Disappointing Laptops: Suggesting Interesting Content in News Archives based on Surprise Estimation
Proceedings of the 43rd European Conferene on Information Retrieval (ECIR'21), Springer
(Details)


Michael Färber, Ann-Kathrin Leisinger
Recommending Datasets for Scientific Problem Descriptions
Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM'21), ACM
(Details)


Sora Lim, Adam Jatowt, Michael Färber, Masatoshi Yoshikawa
Annotating and Analyzing Biased Sentences in News Articles using Crowdsourcing
Proceedings of the 12th Conference on Language Resources and Evaluation (LREC'20), European Language Resources Association (ELRA)
(Details)


Chifumi Nishioka, Michael Färber
Trends of Publications' Citations and Altmetrics Based on Open Access Types
Proceedings of the 20th ACM/IEEE Joint Conference on Digital Libraries (JCDL'20), Seiten: 503-504, ACM
(Details)


Michael Färber, Timo Klein, Joan Sigloch
Neural Citation Recommendation: A Reproducibility Study
Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval (BIR'20), CEUR
(Details)


Tarek Saier, Michael Färber
A Large-Scale Analysis of Cross-Lingual Citations in English Papers
Proceedings of the 22nd International Conference on Asia-Pacific Digital Libraries, Springer
(Details)


Michael Färber
Analyzing the GitHub Repositories of Research Papers
Proceedings of the 20th ACM/IEEE Joint Conference on Digital Libraries (JCDL'20), ACM, Xi'an, China
(Details)


Anna Nguyen, Tobias Weller, Michael Färber, York Sure-Vetter
Making Neural Networks FAIR
In Villazón-Terrazas et al., Proceedings of the Knowledge Graphs and Semantic Web (KGSWC'20), Seiten: 29-44, Springer, Communications in Computer and Information Science, November, 2020
(Details)


Michael Färber, Victoria Burkard, Adam Jatowt, Lim Sora
A Multidimensional Dataset Based on Crowdsourcing for Analyzing and Detecting News Bias
Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM'20), ACM, Galway, Ireland
(Details)


Jiexin Wang, Adam Jatowt, Michael Färber, Masatoshi Yoshikawa
Answering Event-Related Questions over Long-term News Article Archives
Proceedings of the 42th European Conference on Information Retrieval (ECIR'20), Springer, April, 2020
(Details)


Michael Färber, Ashwath Sampath
HybridCite: A Hybrid Model for Context-Aware Citation Recommendation
Proceedings of the 20th ACM/IEEE Joint Conference on Digital Libraries (JCDL'20), ACM/IEEE
(Details)


Kristian Noullet, Rico Mix, Michael Färber
KORE 50^DYWC: An Evaluation Data Set for Entity Linking Based on DBpedia, YAGO, Wikidata and Crunchbase
Proceedings of the 12th Conference on Language Resources and Evaluation (LREC'20), European Language Resources Association (ELRA)
(Details)


Tarek Saier, Michael Färber
Semantic Modelling of Citation Contexts for Context-aware Citation Recommendation
Proceedings of the 42th European Conference on Information Retrieval (ECIR'20), Seiten: 220--233, Springer, April, 2020
(Details)


Michael Färber, Benjamin Scheer, Frederic Bartscherer
Who's Behind That Website? Classifying Websites by the Degree of Commercial Intent
Proceedings of the 20th International Conference on Web Engineering (ICWE’20), Springer
(Details)


Boulos El Asmar, Syrine Chelly, Nour Azzi, Lynn Nassif, Jana El Asmar, Michael Färber
AWARE: A Situational Awareness Framework for Facilitating Adaptive Behavior of Autonomous Vehicles in Manufacturing
Proceedings of the 19th International Semantic Web Conference (ISWC'20), Springer
(Details)


Michael Färber, Ashwath Sampath, Adam Jatowt
PaperHunter: A System for Exploring Papers and Citation Contexts
Proceedings of the 41th European Conference on Information Retrieval (ECIR’19), Seiten: 246--250, Springer
(Details)


Michael Färber, Agon Qurdina, Lule Ahmedi
Identifying Twitter Bots Using a Convolutional Neural Network
Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum (CLEF'19), CEUR
(Details)


Michael Färber, Adam Jatowt
Finding Temporal Trends of Scientific Concepts
Proceedings of the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR’19), CEUR
(Details)


Michael Färber
The Microsoft Academic Knowledge Graph: A Linked Data Source with 8 Billion Triples of Scholarly Data
Proceedings of the 18th International Semantic Web Conference (ISWC'19), Seiten: 113--129, Springer
(Details)


Victor Anthony Arrascue Ayala, Polina Koleva, Anas Alzogbi, Matteo Cossu, Michael Färber, Patrick Philipp, Guilherme Schievelbein, Io Taxidou, Georg Lausen
Relational Schemata for Distributed SPARQL Query Processing
Proceedings of the International Workshop on Semantic Big Data (SBD∂SIGMOD'19), ACM
(Details)


Michael Färber, Agon Qurdina, Lule Ahmedi
Team Peter Brinkmann at SemEval-2019 Task 4: Detecting Biased News Articles Using Convolutional Neural Networks
Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval∂NAACL-HLT’19), Association for Computational Linguistics
(Details)


Chifumi Nishioka, Michael Färber
Evaluating the Availability of Open Citation Data
Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL'19), CEUR
(Details)


Michael Färber, Chifumi Nishioka, Adam Jatowt
ScholarSight: Visualizing Temporal Trends of Scientific Concepts
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries (JCDL’19), IEEE
(Details)


Tarek Saier, Michael Färber
Bibliometric-Enhanced arXiv: A Data Set for Paper-Based and Citation-Based Tasks
Proceedings of the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR) co-located with the 41st European Conference on Information Retrieval (ECIR 2019), Seiten: 14–26, CEUR-WS, April, 2019
(Details)


Michael Färber, Ashwath Sampath
Determining How Citations Are Used in Citation Contexts
Proceedings of the 23th International Conference on Theory and Practice of Digital Libraries (TPDL'19), Springer
(Details)


Michael Färber, Alexander Thiemann, Adam Jatowt
To Cite, or Not to Cite? Detecting Citation Contexts in Text
Proceedings of the 40th European Conference on Information Retrieval (ECIR 2018), Seiten: 598--603, Springer
(Details)


Matteo Cossu, Michael Färber, Georg Lausen
PRoST: Distributed Execution of SPARQL Queries Using Mixed Partitioning Strategies
Proceedings of the 21st International Conference on Extending Database Technology (EDBT 2018), Seiten: 469-472, OpenProceedings.org
(Details)


Michael Färber, Alexander Thiemann, Adam Jatowt
CITEWERTs: A System Combining Cite-Worthiness with Citation Recommendation
Proceedings of the 40th European Conference on Information Retrieval (ECIR 2018), Seiten: 815--819, Springer
(Details)


I-Chen Hung, Michael Färber, Adam Jatowt
Towards Recommending Interesting Content in News Archives
Proceedings of the 20th International Conference on Asia-Pacific Digital Libraries (ICADL 2018), Springer
(Details)


Michael Färber, Alexander Thiemann, Adam Jatowt
A High-Quality Gold Standard for Citation-based Tasks
Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC 2018), European Language Resources Association (ELRA)
(Details)


Michael Färber, Yulia Svetashova, Andreas Harth
Theories about World Representations for the Internet of Things
Proceedings of the 1st International Workshop on Concepts in Action: Representation, Learning, and Application (CARLA 2018), n/a
(Details)


Michael Färber
Annotating Domain-Specific Texts with Babelfy: A Case Study
Proceedings of the 1st International Workshop on EntitY REtrieval (EYRE 2018), n/a
(Details)


Lei Zhang, Maribel Acosta, Michael Färber, Steffen Thoma, Achim Rettinger
BreXearch: Exploring Brexit Data Using Cross-Lingual and Cross-Media Semantic Search
Proceedings of the ISWC 2017 Posters & Demonstrations Track within the 16th International Semantic Web Conference (ISWC 2017), Springer, Oktober, 2017
(Details)


Victor Anthony Arrascue Ayala, Kemal Cagin Gülsen, Anas Alzogbi, Michael Färber, Marco Muñiz, Georg Lausen
A Delay-Robust Touristic Plan Recommendation Using Real-World Public Transportation Information
Proceedings of the 2nd Workshop on Recommenders in Tourism (RecTour 2017), Seiten: 9–17, CEUR
(Details)


Michael Färber, Achim Rettinger, Andreas Harth
Towards Monitoring of Novel Statements in the News
Proceedings of the 13th Extended Semantic Web Conference (ESWC 2016), Seiten: 285–299, Springer, Berlin, Mai, 2016
(Details)


Lei Zhang, Michael Färber, Achim Rettinger
XKnowSearch! Exploiting Knowledge Bases for Entity-based Cross-lingual Information Retrieval
Proceedings of the 25th ACM International on Conference on Information and Knowledge Management (CIKM 2016), Seiten: 2425–2428, ACM, Oktober, 2016
(Details)


Michael Färber, Achim Rettinger, Boulos El Asmar
On Emerging Entity Detection
Proceedings of the 20th International Conference on Knowledge Engineering and Knowledge Management (EKAW'16), Seiten: 223–238, Springer, November, 2016
(Details)


Michael Färber, Achim Rettinger
Toward Real Event Detection
Proceedings of the 4th International Workshop on Detection, Representation, and Exploitation of Events in the Semantic Web (DeRiVE 2015), Seiten: 24–34, Springer, Mai, 2015
(Details)


Michael Färber, Achim Rettinger
A Statistical Comparison of Current Knowledge Bases
Joint Proceedings of the Posters and Demos Track of 11th International Conference on Semantic Systems (SEMANTiCS2015) and of the 1st Workshop on Data Science: Methods, Technology and Applications (DSci15), Seiten: 18-21, ACM, September, 2015
(Details)


Lei Zhang, Michael Färber, Achim Rettinger
xLiD-Lexica: Cross-lingual Linked Data Lexica
Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Seiten: 2101-2105, European Language Resources Association (ELRA), Mai, 2014
(Details)


Lei Zhang, Michael Färber, Thanh Tran, Achim Rettinger
Exploiting Semantic Annotations for Entity-based Information Retrieval
Proceedings of the ISWC 2014 Posters & Demonstrations Track within the 13th International Semantic Web Conference (ISWC 2014), Seiten: 429–432, Springer, Oktober, 2014
(Details)


Michael Färber, Lei Zhang, Achim Rettinger
Kuphi - An Investigation Tool for Searching for and via Semantic Relations
The Semantic Web: ESWC 2014 Satellite Events, Seiten: 349–354, Springer, Heidelberg, Mai, 2014
(Details)


Lei Zhang, Achim Rettinger, Michael Färber, Marko Tadic
A Comparative Evaluation of Cross-lingual Text Annotation Techniques
Conference and Labs of the Evaluation Forum (CLEF 2013), Seiten: 124–135, Springer, Heidelberg, September, 2013
(Details)


Michael Färber, Achim Rettinger
A semantic wiki for novelty search on documents
Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval, Seiten: 60-61, Springer, Berlin, Heidelberg, April, 2013
(Details)


Michael Färber
Ontology-supported document ranking for novelty search
Proceedings of the 9th Extended Semantic Web Conference (ESWC '13), Seiten: 639-644, Springer, Berlin, Heidelberg, Mai, 2013
(Details)


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incollection

Michael Färber, Yulia Svetashova, Andreas Harth
Theories of Meaning for the Internet of Things
In Concepts in Action. Language, Cognition, and Mind, Seiten 37-61, Springer, Cham, 2021
(Details)


Michael Färber, Achim Rettinger
Semantic MediaWiki – ein Werkzeug zum kollaborativen Wissensmanagement
In Joachim Warschat, Sven Schimpf, Markus Korell, Technologien frühzeitig erkennen, Nutzenpotenziale systematisch bewerten, Kap. 2.5, Seiten 70-84, Fraunhofer Verlag, Stuttgart, April, 2015
(Details)


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phdthesis

Michael Färber
Semantic Search for Novel Information
Rudi Studer, 2017/02/24, KIT, Fakultät für Wirtschaftswissenschaften
(Details)


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misc

Michael Färber, Achim Rettinger
Which Knowledge Graph Is Best for Me?
arXiv, September, 2018
(Details)


Lei Zhang, Michael Färber, Andreas Thalhammer, Aditya Mogadala, Achim Rettinger
Exploiting Knowledge Bases for Multilingual and Cross-lingual Semantic Annotation and Search
2nd Place in the Semantic Web Challenge (SWC), the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, PA, USA, Oktober, 2015
(Details)


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