Strötgen, Jannik

1. A Survey on Recent Approaches for Natural Language Processing in\n Low-Resource Scenarios
   2020/10/23 by Michael A. Hedderich, Hedderich, Michael A., Lukas Lange +7 · 18 citations
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Machine Learning and Algorithms
2. Rehearsal-Free Modular and Compositional Continual Learning for Language Models
   2024/03/31 by Wang, Mingyang, Adel, Heike, Lange, Lukas +2 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
   2025/04/05 by Mingyang Wang, Wang, Mingyang, Heike Adel +11 · 18 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
4. Closing the Gap: Joint De-Identification and Concept Extraction in the\n Clinical Domain
   2020/05/19 by Lukas Lange, Lange, Lukas, Heike Adel +3 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
5. Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes
   2025/05/20 by Mingyang Wang, Lukas Lange, Wang, Mingyang +9 · 7 citations
   Computer Science · #Natural Language Processing Techniques
6. Multilingual Normalization of Temporal Expressions with Masked Language Models
   2022/05/20 by Lukas Lange, Jannik Strötgen, Lange, Lukas +5 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Video Analysis and Summarization
7. TADA: Efficient Task-Agnostic Domain Adaptation for Transformers
   2023/05/22 by Chia-Chien Hung, Hung, Chia-Chien, Lukas Lange +3 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
8. Discourse-Aware In-Context Learning for Temporal Expression Normalization
   2024/04/11 by Akash Kumar Gautam, Gautam, Akash Kumar, Lukas Lange +3 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
9. Learn it or Leave it: Module Composition and Pruning for Continual Learning
   2024/06/26 by Wang, Mingyang, Adel, Heike, Lange, Lukas +2 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion
    2025/02/18 by Wang, Mingyang, Stoll, Alisa, Lange, Lukas +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences