Note: Future schedule is subject to minor change. Please refer to Gradescope for HW due date.
Representation of text¶
Deep learning for NLP¶
Week 10 (Nov 10). Neural sequence modeling: seq2seq, attention, copy mechanism, text generation
Week 11 (Nov 17). Representation learning: transformers, contextualized word embedding, pre-training and fine-tuning, autoencoders
Week 12 (Nov 24). Language grounding: language+vision/robotics, pragmatics, RL agents