NLP-CS224N (3) 썸네일형 리스트형 CS224N - lecture 3 “Neural net learning: Gradients by hand (matrix calculus) and algorithmically (the backpropagation algorithm)” 참고: https://s3.us-west-2.amazonaws.com/secure.notion-static.com/497931e2-771c-46fe-9ea3-741567b7dfb9/cs224n-2022-lecture03-neuralnets.pdf?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=AKIAT73L2G45EIPT3X45%2F20220903%2Fus-west-2%2Fs3%2Faws4_request&X-Amz-Date=20220903T101601Z&X-Amz-Expires=86400&X-Amz-Signature=f27415de75285dc02d6166040e950b5eb59ee9c8ba09.. CS224N - lecture 2 “Word Vectors and Word Senses” Lecture 2. Word Vectors and Word Senses 참고 https://www.youtube.com/watch?v=8wG0sJm1EaU&list=PLetSlH8YjIfVdobI2IkAQnNTb1Bt5Ji9U&index=2 https://misconstructed.tistory.com/30 https://data-weirdo.github.io/data/2020/10/03/data-nlp-02.Wv/ Index Optimization Word Prediction Methods GloVe: Global Vectors for Word Representation How to evaluate word vectors Word sense and word sense ambiguity Optimizat.. CS224N - lecture 1 “Word Vectors” Refs https://www.youtube.com/watch?v=9woiID8QzbE&list=PLetSlH8YjIfVdobI2IkAQnNTb1Bt5Ji9U&index=1 https://bcho.tistory.com/1345 https://ok-lab.tistory.com/42 Index Introduction to NLP Word Vectors Representations Count-Based Modes (SVD Methods) Neural Network-Based Models (Word2Vec) Introduction to NLP Signified(ex>concept, meaning) mapped Signifier(symbolic) 시그니피앙은 글자, 시그니피앙은 그림으로 이해. 즉 사람의 언어는 .. 이전 1 다음
