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How I used NLP and LLM to supercharge my Japanese learning
- A software engineer shares tools used to study Japanese, including Anki flashcards for learning new words, readings, and meanings.
- Explains the Japanese language components - Hiragana, Katakana, and Kanji, and how they are used together.
- Details the process of creating flashcards with sentences in Japanese, including furigana annotations.
- Introduces using ChatGPT to automate generating flashcards with Japanese sentences, readings, and meanings.
- Describes the backend setup using Node.js for fetching Japanese sentences and returning flashcard fields.
- Discusses automating aspects using Python and NLP, such as scraping news for sentences and extracting new words.
- Shares the process of scraping news articles, fetching existing Anki cards, and extracting relevant vocabulary for learning.
- Explains how NLP filtering is used to extract base forms of words and filter out unwanted elements in sentence processing.
- Demonstrates the integration of these processes to automate flashcard creation for Japanese language learning.
- Includes GitHub repositories links for deeper exploration and a YouTube video link detailing the language learning process.
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