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From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains
Entity linking (EL) is concerned with disambiguating entity mentions in a text against knowledge bases (KB). It is crucial in a …
Jan-Christoph Klie
,
Richard Eckart de Castilho
,
Iryna Gurevych
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A Multi-Platform Annotation Ecosystem for Domain Adaptation
This paper describes an ecosystem consisting of three independent text annotation platforms. To demonstrate their ability to work in …
Richard Eckart de Castilho
,
Nancy Ide
,
Jin-Dong Kim
,
Jan-Christoph Klie
,
Keith Suderman
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Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform
Annotating entity mentions and linking them to a knowledge resource are essential tasks in many domains. It disambiguates mentions, …
Beto Boullosa
,
Richard Eckart de Castilho
,
Naveen Kumar
,
Jan-Christoph Klie
,
Iryna Gurevych
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The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation
We introduce INCEpTION, a new annotation platform for tasks including interactive and semantic annotation (e.g., concept linking, fact …
Jan-Christoph Klie
,
Michael Bugert
,
Beto Boullosa
,
Richard Eckart de Castilho
,
Iryna Gurevych
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Multimodal Frame Identification with Multilingual Evaluation
An essential step in FrameNet Semantic Role Labeling is the Frame Identification (FrameId) task, which aims at disambiguating a …
Teresa Botschen
,
Iryna Gurevych
,
Jan-Christoph Klie
,
Hatem Mousselly-Sergieh
,
Stefan Roth
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