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SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains


Feb 14, 2023
Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel

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* Accepted at EACL 2023 Main Conference 

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Multilingual Normalization of Temporal Expressions with Masked Language Models


May 20, 2022
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow

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CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain


Dec 17, 2021
Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow

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Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting


Sep 17, 2021
Lukas Lange, Heike Adel, Jannik Strötgen

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* Published at IberLEF 2021. Best system of the NER and CLASS tracks of the MEDDOPROF shared task 

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To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning


Apr 16, 2021
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow

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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

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* 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

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

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