Samira Abnar
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Neurobiology of Language and Bilingualism
Most-Cited Works
- → Long Range Arena: A Benchmark for Efficient Transformers(2020)195 cited
- → Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers(2021)58 cited
- Long Range Arena : A Benchmark for Efficient Transformers(2021)
- → GAUDI: A Neural Architect for Immersive 3D Scene Generation(2022)55 cited
- → Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains(2019)55 cited
- → An evolutionary algorithm for forming mixed groups of learners in web based collaborative learning environments(2012)36 cited
- → Exploring the Limits of Large Scale Pre-training(2021)35 cited
- → Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?(2023)28 cited
- → Quantifying Attention Flow in Transformers(2020)21 cited
- → Blackbox meets blackbox: Representational Similarity and Stability Analysis of Neural Language Models and Brains(2019)14 cited