Carolin Lawrence
Scholar

Carolin Lawrence

Google Scholar ID: 9xtF8-MAAAAJ
NEC Laboratories Europe
Machine LearningExplainable AINatural Language ProcessingArtificial IntelligenceHuman-centered AI
Citations & Impact
All-time
Citations
559
 
H-index
13
 
i10-index
19
 
Publications
20
 
Co-authors
18
list available
Resume (English only)
Academic Achievements
  • Three papers accepted at ACL 2025.
  • Senior Area Chair for ACL 2025 and NAACL 2025.
  • Senior Area Chair for COLING 2024.
  • Member of the EACL 2024 Best Paper Award Committee.
  • Senior Area Chair for the 'Interpretability, Interactivity and Analysis of Models for NLP' track at both NAACL 2024 and ACL 2024.
  • Published multiple high-impact papers at ACL, NAACL, and NEC Technical Journal on topics including context attribution, explainable diagnosis agents, synthetic data generation, few-shot clustering with LLMs, LLM agent benchmarks, and LLM safety.
  • Received an Outstanding Paper Award at AKBC for work on behavioral testing of knowledge graph embedding models.
Background
  • Manager of Human-Centric AI (HAI) and Chief Research Scientist at NEC Laboratories Europe.
  • Focuses on Generative AI with an emphasis on explainability and usability.
  • Applies Large Language Models and AI agent technologies in finance and healthcare domains.
  • Develops novel techniques in natural language processing and explainable AI, publishing at top-tier conferences such as ACL, EMNLP, and AAAI.
  • Passionate about building AI systems that are not only intelligent but also clear and helpful for everyday users.