DataFunTalk
Aug 3, 2020 · Artificial Intelligence
Advances in Sequence‑to‑Sequence Text Generation: Attention, Pointer, Copy, and Transformer Models
This article reviews the evolution of encoder‑decoder based text generation, covering classic seq2seq with attention, pointer networks, copy mechanisms, knowledge‑enhanced models, convolutional approaches, and the latest Transformer‑based pre‑training such as MASS, highlighting their architectures, key innovations, and practical considerations.
NLPcopy mechanismpointer network
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