PhD Student Natural Language Processing

TU Darmstadt UKP

Biography

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. In my free time, I love to learn Mandarin.

Interests

  • Interactive Machine Learning
  • Reinforcement Learning
  • Online Learning
  • Information Retrieval
  • Annotation
  • Chinese

Education

  • PhD in Computer Science, 2018 - now

    TU Darmstadt

  • MSc in Computer Science, 2017

    TU Darmstadt

  • BSc in Computer Science, 2014

    DHBW Mannheim

Recent Posts

Recent Publications

(2020). From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains. Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics.

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(2019). A Multi-Platform Annotation Ecosystem for Domain Adaptation. Proceedings of the 13th Linguistic Annotation Workshop.

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(2018). Integrating Knowledge-Supported Search into the INCEpTION Annotation Platform. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations.

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(2018). The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive Annotation. Proceedings of the 27th International Conference on Computational Linguistics: System Demonstrations.

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(2018). Multimodal Frame Identification with Multilingual Evaluation. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers).

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Projects

anki-maobi

máobĭ (毛笔) is an Anki add-on to create cards with writing quizzes for Hanzi.

dkpro-cassis

UIMA CAS processing library written in Python.

INCEpTION

INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

seqviz

seqviz is a Python package to visualize sequence tagging results. It can be either be used to print to console or in Jupyter Notebooks.

setlx2py

A SetlX to Python compiler.

vrmagic-connector

ROS package to connect a VRMagic USB camera into the ROS ecosystem.

wikimapper

Mapping Wikipedia pages to Wikidata IDs and vice versa.

Yangtao

An Android app that uses Augmented Reality to learn Chinese characters.