This article is authorized to be reprinted from the WeChat public account Paper Weekly (ID: paperweekly). Paperweekly shares interesting papers in the field of natural language processing every week. Introduction Dialogue systems are currently a research hotspot and a focus for venture capital. Since the beginning of 2016, countless companies have been established that create … Read more
Introduction The left side of the figure below shows the traditional Seq2Seq model (which encodes a sequence and then decodes it back into a sequence). This is a conventional LSTM-based model, where the hidden state at a given timestamp in the Decoder only depends on the current timestamp’s hidden state and the output from the … Read more
Follow the public account “ML_NLP“ Set as “Starred“, delivering heavy content promptly! Produced by Machine Learning Algorithms and Natural Language Processing Original Column Author: Don.hub Organization | JD Algorithm Engineer School | Imperial College London Outline Intuition Analysis Pros Cons From Seq2Seq To Attention Model Seq2Seq is important, but its drawbacks are also evident Attention … Read more
Follow the WeChat official account “ML_NLP“ Set as “Starred“, delivering heavy content to you first! Source | Zhihu Link | https://zhuanlan.zhihu.com/p/78850152 Author | Ailuo Yue Editor | Machine Learning Algorithms and Natural Language Processing WeChat Official Account This article is for academic sharing only. If there is any infringement, please contact us for removal. 1 … Read more
Click the “AI Park” above to follow the public account and choose to add “Star Mark” or “Top”. Author: Raimi Karim Translator: ronghuaiyang Introduction Previously, I shared several articles on attention, feeling unsatisfied. This time, I will explain the Attention mechanism using GIFs, making it easy to understand, and explain how it is used in … Read more