Aditya Siddhant
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech Recognition and Synthesis, Speech and dialogue systems
Most-Cited Works
- → mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer(2021)1,512 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
- → Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation(2020)53 cited
- → Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents(2019)48 cited
- → Building Machine Translation Systems for the Next Thousand Languages(2022)43 cited
- → Explicit Alignment Objectives for Multilingual Bidirectional Encoders(2021)42 cited
- → Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study(2018)23 cited