Denis Paperno is a researcher in computational linguistics and NLP, focusing on semantics, meaning representations, and language understanding models. He has worked extensively on word embeddings, semantic compositionality, and evaluating language models' understanding of context and meaning. His work includes the development of benchmarks for model performance assessment.