Grammar in NLP

The discussion delves into the evolution of sequence-to-sequence models in NLP, highlighting a shift from complex parsing with lexicons to more simplified approaches. Insights reveal the potential for a hybrid model that retains some grammatical structure while leveraging learning techniques. Both speakers reflect on the missed opportunities for a more scientific exploration of these methodologies, suggesting that the integration of grammar could signify a return to compositionality in NLP.