Sneha Kudugunta
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Deep neural networks for bot detection(2018)492 cited
- → Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets(2022)163 cited
- → PaLM 2 Technical Report(2023)159 cited
- → Investigating Multilingual NMT Representations at Scale(2019)100 cited
- → Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation(2020)53 cited
- → MURAL: Multimodal, Multitask Representations Across Languages(2021)38 cited
- → Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference(2021)31 cited
- → MURAL: Multimodal, Multitask Retrieval Across Languages(2021)13 cited