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. (2024):
Integrating INCEpTION into larger annotation processes.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) - System demonstrations
(pdf) (bib)
Approximate reference version: INCEpTION 34.0 (Oct 02, 2024)

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)
Approximate reference version: INCEpTION 0.16.1 (Jun 19, 2020)

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)
Approximate reference version: INCEpTION 𝜶 0.5.3 (Oct 19, 2018)

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)
Approximate reference version: INCEpTION 𝜶 0.5.3 (Oct 19, 2018)

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)
Approximate reference version: INCEpTION 𝜶 0.4.2 (Aug 14, 2018)

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)
Approximate reference version: INCEpTION 𝜶 0.4.0 (Jul 6, 2018)

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)
Approximate reference version: INCEpTION 𝜶 0.3.3 (Jun 27, 2018)

Preprints

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

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
(poster)
Approximate reference version: INCEpTION 0.12.0 (Sep 30, 2019)

Workshops

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

Talks

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
(website)

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

Tutorial talk at GSCL Talks series 2021
July 6 2021, Online
(website)

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