Can Attention Mechanism Be Interpreted?

Can Attention Mechanism Be Interpreted?

Click the “MLNLP” above to select the “Star” public account Heavy-duty content delivered promptly Author: Gu Yuxuan, Harbin Institute of Technology SCIR References NAACL 2019 “Attention is Not Explanation” ACL 2019 “Is Attention Interpretable?” EMNLP 2019 “Attention is Not Not Explanation” This article will explore the interpretability of the attention mechanism. Introduction Since Bahdanau introduced … Read more

Is the Attention Mechanism Interpretable?

Is the Attention Mechanism Interpretable?

Author: Gu Yuxuan, Harbin Institute of Technology (SCIR) References NAACL 2019 “Attention is Not Explanation” ACL 2019 “Is Attention Interpretable?” EMNLP 2019 “Attention is Not Not Explanation” This article will explore the interpretability of the attention mechanism. Introduction Since Bahdanau introduced Attention as soft alignment in neural machine translation in 2014, a large amount of … Read more

Can Attention Mechanism Be Interpreted?

Can Attention Mechanism Be Interpreted?

Source: Harbin Institute of Technology SCIR This article is approximately 9300 words long and is recommended for a reading time of 10+ minutes. This article will discuss the interpretability of the attention mechanism. Introduction Since Bahdanau introduced Attention as soft alignment in neural machine translation in 2014, a large number of natural language processing works … Read more