Vlad Niculae
Amsterdam University of Applied Sciences(NL)Vrije Universiteit Amsterdam(NL)University of Amsterdam(NL)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Graph Neural Networks
Most-Cited Works
- API design for machine learning software: experiences from the scikit-learn project(2013)
- → Adaptively Sparse Transformers(2019)198 cited
- → Sparse Sequence-to-Sequence Models(2019)182 cited
- → Winning Arguments(2016)165 cited
- → Argument Mining with Structured SVMs and RNNs(2017)99 cited
- → Winning Arguments: Interaction Dynamics and Persuasion Strategies in Good-faith Online Discussions(2016)67 cited
- → QUOTUS(2015)57 cited
- A Regularized Framework for Sparse and Structured Neural Attention(2017)
- SparseMAP: Differentiable Sparse Structured Inference