Jan-Christoph Klie M.Sc.

Doctoral researcher

Contact

work +49 6151 16-25297
fax +49 6151 16-25295

Work S2|02 B111
Hochschulstraße 10
64289 Darmstadt

I am a PhD student on the INCEpTION project where I am working on interactive annotation for NLP. Currently I research how several annotation tasks, e.g. creating corpora with linked entities or predicate-argument structures can be supported by interactive machine learning.

I am also interested in

  • Reinforcement Learning
  • Semantic Parsing
  • Semantic Role Labeling
  • Distant supervision
  • Online Learning

I hold B.Sc. in Applied Computer Science received from the DHBW Mannheim. It was an integrated program together with IBM. One semester was divided in two parts, the first consisted of lectures at university, the second part were internships at the company. My M.Sc. is in Computer Science received from TU Darmstadt. The title of my Master's thesis was “Deep Learning for FrameNet Semantic Role Labeling” guided by Teresa Martin at UKP.

I co-supervise(d) the following theses:

  • Tim Steinke (supervised by Jan-Christoph Klie and Prof. Dr. Iryna Gurevych) Generating Questions From Knowledge Bases, Bachelor's thesis, 2018
  • Wei Ding (supervised by Dr.-Ing. Richard Eckart de Castilho, Jan-Christoph Klie and Prof. Dr. Iryna Gurevych) Interactive Fact Extraction: From Text to Knowledge, Bachelor's thesis, 2018
  • Peter Jiang (supervised by Dr.-Ing. Richard Eckart de Castilho, Jan-Christoph Klie and Prof. Dr. Iryna Gurevych) Interactive Entity Linking, Bachelor's thesis, 2018
Jump to: 2020 | 2019 | 2018
Number of items: 8.

2020

Klie, Jan-Christoph ; Eckart de Castilho, Richard ; Gurevych, Iryna (2020):
From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains.
pp. 6982-6993, The 58th annual meeting of the Association for Computational Linguistics (ACL 2020), virtual Conference, 05.-10.07.2020, [Conference or Workshop Item]

2019

Eckart de Castilho, Richard ; Ide, Nancy ; Kim, Jin-Dong ; Klie, Jan-Christoph ; Suderman, Keith (2019):
Towards cross-platform interoperability for machine-assisted annotation.
In: Genomics & Informatics, 17 (2), pp. e19.. Genomics Inform, DOI: 10.5808/GI.2019.17.2.e19,
[Article]

2018

Eckart de Castilho, Richard ; Klie, Jan-Christoph ; Kumar, Naveen ; Boullosa, Beto ; Gurevych, Iryna (2018):
INCEpTION - Corpus-based Data Science from Scratch.
Digital Infrastructures for Research (DI4R) 2018, Lisbon, Portugal, 9-11 October 2018, [Conference or Workshop Item]

Eckart de Castilho, Richard ; Klie, Jan-Christoph ; Kumar, Naveen ; Boullosa, Beto ; Gurevych, Iryna (2018):
Linking Text and Knowledge using the INCEpTION annotation platform.
In: Proceedings of the 14th eScience IEEE International Conference, pp. 327-328,
The 14th eScience IEEE International Conference, Amsterdam, Netherlands, 29.10.2018--01.11.2018, DOI: 10.1109/eScience.2018.00077,
[Conference or Workshop Item]

Boullosa, Beto ; Eckart de Castilho, Richard ; Kumar, Naveen ; Klie, Jan-Christoph ; Gurevych, Iryna (2018):
Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform.
Demo Papers, In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, pp. 127-132,
The 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, 31.10.2018--04.11.2018, [Conference or Workshop Item]

Klie, Jan-Christoph (2018):
INCEpTION: Interactive Machine-assisted Annotation.
In: Proceedings of the First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, p. 105,
First Biennial Conference on Design of Experimental Search & Information Retrieval Systems, Bertinoro, Italy, 28.08.2018--31.08.2018, [Conference or Workshop Item]

Klie, Jan-Christoph ; Bugert, Michael ; Boullosa, Beto ; Eckart de Castilho, Richard ; Gurevych, Iryna (2018):
The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation.
In: Proceedings of the 27th International Conference on Computational Linguistics: System Demonstrations, pp. 5-9,
Association for Computational Linguistics, The 27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, USA, 20.08.2018--26.08.2018, [Conference or Workshop Item]

Botschen, Teresa ; Gurevych, Iryna ; Klie, Jan-Christoph ; Sergieh, Hatem Mousselly ; Roth, Stefan (2018):
Multimodal Frame Identification with Multilingual Evaluation.
In: Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 1481-1491,
Association for Computational Linguistics, New Orleans, USA, [Conference or Workshop Item]

This list was generated on Wed Sep 22 16:43:27 2021 CEST.