Improved Semantic RepresentationsFrom Tree-Structured LongShort-TermMemory Networks Review

1. Long Short-Term Memory Networks

Word Tensor Review

Word Tensor 만약 word vector를 3D tensor로 만들면 어떨까? tensor가 문서 z내에서 단어 x와 단어 y의 관련성을 나타낸다면 doc2vec과 비슷할 것이다. 그래서 word vector뿐만 아니라 document vector또한 얻을 수 있다...

Sentence Classifcation

import pandas as pd import numpy as np

[Stanford NLP] Lecture 9-Machine Translation and Advanced Recurrent LSTMs and GRUs

traditional machine transaction은 생략했다

[Stanford NLP] Lecture 8-Recurrent Neural Networks and Language Models