Punit Singh Koura
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Computational and Text Analysis Methods, Speech Recognition and Synthesis, Semantic Web and Ontologies
Most-Cited Works
- → Llama 2: Open Foundation and Fine-Tuned Chat Models(2023)2,592 cited
- → Few-shot Learning with Multilingual Generative Language Models(2022)106 cited
- → OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization(2022)85 cited
- → Few-shot Learning with Multilingual Language Models(2021)76 cited
- → Efficient Large Scale Language Modeling with Mixtures of Experts(2022)70 cited
- → A Theory on Adam Instability in Large-Scale Machine Learning(2023)2 cited
- → Optimizing Pretraining Data Mixtures with LLM-Estimated Utility(2025)1 cited
- → BTS: Harmonizing Specialized Experts into a Generalist LLM(2025)