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ANEA: Distant Supervision for Low-Resource Named Entity Recognition


Feb 25, 2021
Michael A. Hedderich, Lukas Lange, Dietrich Klakow


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NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction


Oct 23, 2020
Lukas Lange, Xiang Dai, Heike Adel, Jannik Strötgen

* IberLEF 2020 

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A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios


Oct 23, 2020
Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow


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Adversarial Learning of Feature-based Meta-Embeddings


Oct 23, 2020
Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow


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NLNDE: The Neither-Language-Nor-Domain-Experts' Way of Spanish Medical Document De-Identification


Jul 02, 2020
Lukas Lange, Heike Adel, Jannik Strötgen

* Published at IberLEF 2019. Winning System of the MEDDOCAN shared task 

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NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection


Jul 02, 2020
Lukas Lange, Heike Adel, Jannik Strötgen

* Published at [email protected] 2019 

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The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain


Jun 04, 2020
Annemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Maruscyk, Lukas Lange

* Accepted for publication at ACL 2020 

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Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain


May 19, 2020
Lukas Lange, Heike Adel, Jannik Strötgen

* ACL 2020 

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Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text


May 19, 2020
Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen

* RepL4NLP at ACL 2020 

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On the Choice of Auxiliary Languages for Improved Sequence Tagging


May 19, 2020
Lukas Lange, Heike Adel, Jannik Strötgen

* RepL4NLP at ACL 2020 

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Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels


Nov 04, 2019
Lukas Lange, Michael A. Hedderich, Dietrich Klakow

* Published at EMNLP-IJCNLP 2019 

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