Explain advanced techniques in natural language understanding, including contextual embeddings, pre-trained language models, and semantic parsing. Discuss challenges in ambiguity resolution, coreference resolution, and common sense reasoning. Include examples of state-of-the-art systems and evaluation methodologies for measuring understanding capabilities.