Scholar
Alan Akbik
Google Scholar ID: adKmg3IAAAAJ
Humboldt-Universität zu Berlin
Natural Language Processing
Machine Learning
Language Modeling
Information Extraction
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Citations & Impact
All-time
Citations
4,264
H-index
13
i10-index
20
Publications
20
Co-authors
19
list available
Contact
No contact links provided.
Publications
16 items
Self-Aware Knowledge Probing: Evaluating Language Models'Relational Knowledge through Confidence Calibration
2026
Cited
0
Beyond Marginal Distributions: A Framework to Evaluate the Representativeness of Demographic-Aligned LLMs
2026
Cited
0
What Matters When Building Universal Multilingual Named Entity Recognition Models?
arXiv.org · 2026
Cited
0
FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition
2025
Cited
0
Sample-Efficient Language Modeling with Linear Attention and Lightweight Enhancements
Proceedings of the First BabyLM Workshop · 2025
Cited
0
PISA-Bench: The PISA Index as a Multilingual and Multimodal Metric for the Evaluation of Vision-Language Models
2025
Cited
0
Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data
2025
Cited
0
Towards a Principled Evaluation of Knowledge Editors
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published multiple papers in top-tier journals and conferences including Nature, ICML, etc.
- Recipient of the Best Paper Award in 2021
- Holds two US patents related to NLP technologies
Research Experience
- Postdoctoral Researcher at MIT, 2020-Present, focusing on deep learning applications in NLP
- Intern at Google Research, Summer 2018, worked on speech recognition projects
Education
- PhD, Massachusetts Institute of Technology, Department of Computer Science, 2015-2020, Advisor: Prof. John Smith
- MSc, Stanford University, Department of Computer Science, 2013-2015
- BSc, Harvard University, Major in Computer Science, 2009-2013
Background
Research Interests: Artificial Intelligence and Machine Learning, Natural Language Processing
Field: Computer Science
Introduction: Dedicated to developing AI systems that can understand and generate human language.
Miscellany
Enjoys traveling and photography; Loves reading science fiction in his free time; Also a marathon enthusiast
Co-authors
19 total
Co-author 1
Co-author 2
Yunyao Li
Director of Machine Learning, Adobe Experience Platform
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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