Ramakanth Pasunuru
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Text Analysis Techniques, Multimodal Machine Learning Applications, Semantic Web and Ontologies
Most-Cited Works
- → Few-shot Learning with Multilingual Generative Language Models(2022)106 cited
- → Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits(2020)92 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
- → Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters(2021)51 cited
- → Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation(2019)47 cited
- → Multi-Reward Reinforced Summarization with Saliency and Entailment(2018)47 cited
- → Complementary Explanations for Effective In-Context Learning(2023)38 cited
- → Soft Layer-Specific Multi-Task Summarization with Entailment and\n Question Generation(2018)36 cited