Hyperparameter Tuning
The reference [1] has thorough explanations. Here I only note the things that I personally need.
Notes on Gradient Descent Optimization
Read MoreNotes on Backpropagation with Cross Entropy
Overview
A Joint Model for Semantic Sequences Frames, Entities, Sentiments
Paper Notes
Peng, Haoruo, Snigdha Chaturvedi, and Dan Roth. “A Joint Model for Semantic Sequences: Frames, Entities, Sentiments.” Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017). 2017.