INCEpTION - Publications

If you use INCEpTION in scientific work or want to learn more about it, please have a look at the following publications. INCEpTION is a multi-faceted project and each of the publications covers a different perspective.

Core publications

Klie, J.-C., Eckart de Castilho, R. and Gurevych, I. (2020):
From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains.
The 58th annual meeting of the Association for Computational Linguistics (ACL 2020), Virtual Conference.
(pdf) (video) (bib)

Eckart de Castilho, R., Klie, J.-C., Kumar, N., Boullosa, B., Gurevych, I. (2018):
Linking Text and Knowledge using the INCEpTION annotation platform.
Proceedings of the 14th eScience IEEE International Conference, Amsterdam, Netherlands.
(pdf) (bib)

Boullosa, B., Eckart de Castilho, R., Kumar, N., Klie, J.-C., Gurevych, I. (2018):
Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP), p. 127-132, Brussels, Belgium.
(pdf) (bib)

Eckart de Castilho, R., Klie, J.-C., Kumar, N., Boullosa, B., Gurevych, I. (2018):
INCEpTION - Corpus-based Data Science from Scratch.
In: Digital Infrastructures for Research (DI4R) 2018, 9-11 October 2018, Lisbon, Portugal.
(pdf) (bib) (poster)

Klie, J.-C. (2018):
INCEpTION: Interactive Machine-assisted Annotation.
Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems (DESIRES), Bertinoro, Italy.
(pdf) (bib)

Klie, J.-C., Bugert, M., Boullosa, B., Eckart de Castilho, R. and Gurevych, I. (2018):
The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation.
In Proceedings of System Demonstrations of the 27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, New Mexico, USA
(pdf) (bib) (flyer)


Lee, J.-U., Klie, J.-C. and Gurevych, I. (2021):
Annotation Curricula to Implicitly Train Non-Expert Annotators.

Eckart de Castilho, R., Ide, N., Kim, J.-D., Klie, J.-C., Suderman, K. (2019):
A Multi-Platform Annotation Ecosystem for Domain Adaptation.
Proceedings of the 13th Linguistic Annotation Workshop (LAW 2019).
(pdf) (bib)

Eckart de Castilho, R., Ide, N., Kim, J.-D., Klie, J.-C., Suderman, K. (2019):
Towards cross-platform interoperability for machine-assisted text annotation.
Genomics & Informatics, Vol. 17, Issue 2, Korea Genome Organization.
(online) (bib)

Other resources

Eckart de Castilho, R., Klie, J.-C., Winchenbach, U., Gurevych, I. (2019):
Beyond WebAnno: The INCEpTION Text Annotation Platform
CLARIN Annual Conference 2019 Bazaar


INCEpTION: Towards Interactive Semantic Annotation
12.-13. March 2018, Lichtenberghaus, Technische Universität Darmstadt, Darmstadt, Germany

Introduction to the semantic annotation platform INCEpTION
09.-10. June 2021, Online, Doctoral Programme in Applied Linguistics: Argumentation in Professional Practice


Invited talk at the 3rd Summer Datathon on Linguistic Linked Open Data (SD-LLOD-19)
May 12th to 17th, 2019 at Schloss Dagstuhl – Leibniz Center for Informatics, Wadern, Germany

Invited paper talk at The 2nd Workshop on Data Science with Human-in-the-loop (DaSH-LA)
June 11 2021, Online, Colocated with NAACL 2021

Tutorial talk at GSCL Talks series 2021
July 6 2021, Online

Talk at the Workshop Einführung in die Digital Humanities
July 23th, 2021, Online, Seminar für Lateinische Philologie des Mittelalters und der Neuzeit – Westfälische Wilhelms-Universität Münster