Sebastian Ruder
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Text Readability and Simplification, Speech and dialogue systems
Most-Cited Works
- → An overview of gradient descent optimization algorithms(2016)4,784 cited
- → An Overview of Multi-Task Learning in Deep Neural Networks(2017)2,413 cited
- → Transfer Learning in Natural Language Processing(2019)565 cited
- → A Survey of Cross-lingual Word Embedding Models(2018)543 cited
- Fine-tuned Language Models for Text Classification.(2018)
- → Universal Language Model Fine-tuning for Text Classification(2018)340 cited
- XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation(2020)
- → XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization(2020)299 cited
- → MasakhaNER: Named Entity Recognition for African Languages(2021)230 cited