Outline
• Machine writing robots
• Word & Sentence Representation
• Contextual Embedding [ELMo, GPT, BERT]
• Tree-based neural sentence models [EMNLP 2018]
• Improving Coverage in NMT
• Coverage
• Past-and-Future model [TACL 2018]
• Constrained Sentence Generation
• Supervised model: SGNet
• Unsupervised constrained generation via MH sampling (CGMH) [AAAI 2019]
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