Photo credit: Emilie Orgler

Kiril Gashteovski

Researcher

University of Mannheim
B6, 26, Room B 004
D-68159 Mannheim

k.gashteovski (at) uni-mannheim.de 

Tel: +49 621 181 2495

About

I am a Ph.D. candidate at the Chair of Practical Computer Science I: Data Analytics. The chair is part of the Data and Web Science Group at the University of Mannheim. I am supervised by Prof. Dr. Rainer Gemulla

Experience

2015 - present: PhD Researcher / Teaching Assistant at the University of Mannheim in Mannheim, Germany

2015 : Data Scientist at CupoNation GmbH in Munich, Germany

2012 - 2015: Founder / Data Scientist at Cyclope Inc in Skopje, North Macedonia

2014: R&D Consultant in Data Mining at OmegaCube in Marseille, France

2014: R&D Developer in Data Mining at INRIA / EDF in Rennes, France / Paris, France

2012 - 2013: Data Scientist at OmegaCube in Marseille, France

2010 - 2011: Research Assistant / Software Developer at South - West University „Neofit Rilski“ in Blagoevgrad, Bulgaria

 

Publications

2019

Kiril Gashteovski, Sebastian Wanner, Sven Hertling, Samuel Broscheit, Rainer Gemulla

OPIEC: To Open Information Extraction Corpus

Automated Knowledge Base Construction (AKBC 2019)

[ paper , paper (author's version) , slides of AKBC talk (3 mins talk), postercode , data + other resources ] 

 

Anne Lausche, Yide Song, Kiril Gashteovski

MinScIE: Citation-centered Open Information Extraction

Joint Conference on Digital Libraries (JCDL 2019)

[ paper , code ]

 

Federico Nanni, Jingyi Zhang, Ferdinand Betz, Kiril Gashteovski

EAL: A Toolkit and Dataset for Entity Aspect Linking

Joint Conference on Digital Libraries (JCDL 2019)

[ paper , code , data , demo ]
2017

Kiril Gashteovski, Rainer Gemulla, Luciano del Corro

MinIE: Minimizing Facts in Open Information Extraction

Empirical Methods in Natural Language Processing (EMNLP 2017)

[ paper , slidescode , resources , poster]

 

Samuel Broscheit, Kiril Gashteovski, Martin Achenbach

OpenIE for Slot Filling at TAC KBP 2017 System Description

Text Analysis Conference (TAC 2017)

[ paper ]

2015

Kiril Gashteovski, Thomas Guyet, René Quiniou, Alzennyr Da Silva, Véronique Masson

Sequential pattern mining for customer relations­hip management analysis

Studio Gestion et Analysis de données Spatiales et Temporelles in Proc. of the International Conference on Extraction and Knowledge Management (GAST @ EGC 2015)

[ paper ]

2011

Radoslav Stoev, Kiril Gashteovski, Ivan Todorin, Ivan Trenchev, Nadezhda Borisova, Metodi Traykov

Bioinformatics research of 3D structure of the proteins

Faculty of Mathematics and Natural Sciences (FMNS 2011)

[ paper , code ]

Invited Talks and Poster Presentations

2019

„Compact Open Information Extraction on Large Corpora“  [ slides ]

Invited talk at NEC Laboratories Europe GmbH, 2019

Heidelberg, Germany

 

„Compact Open Information Extraction on Large Corpora“  [ slides ]

Invited talk at the University of New Hampshire, 2019

Durham, USA

 

„OPIEC: An Open Information Extraction Corpus“ [ slides  (spotlight talk, 3 mins),  poster ]  

Proceedings of the Conference on Automated Knowledge Base Construction (AKBC), 2019

Amherst, USA

2018

„MinIE: Minimizing Facts in Open Information Extraction“ [ slides ]

Conference on Learning Knowledge Data Analysis (LWDA), 2018

Mannheim, Germany

2017

„MinIE: Minimizing Facts in Open Information Extraction“ [ poster presentation ]

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2017

Copenhagen, Denmark

Teaching

Courses: 

  • Data Mining I 
  • Machine Learning

Seminars:

  • Data and Web Science Seminar: Deep Learning for Text Analytics
  • Data and Web Science Seminar: Graph Mining and Learning from Graphs
  • Data and Web Science Seminar: AutoML

Team projects supervisor:

  • 2015-2016: „Complaint Handling via Text Analytics for Roche“ with Roche
  • 2016-2017: „Factual Text Analytics“
  • 2017-2018: „Role of Named Entities in the context of Open Information Extraction“
  • 2019: „Data analytics on a ticketing system“ with Abbvie