The Road to LLM: Measuring Sentence Similarity & Extractive Summarization Day 5]

The Road to LLM Advent Calendar 2023: Sentence Similarity & Extractive Summarization 1)Understanding Sentence Similarity When we say two sentences are similar, humans often look at shared words or overall meaning: The cat is sleeping on my chair. The cat sleeps in my bed. Both sentences share the subject (“cat”) and the action (“sleep”), even … Lire la suite The Road to LLM: Measuring Sentence Similarity & Extractive Summarization Day 5]

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The Road to LLM: What Does It Mean to Embed Words? [Day 4]

Hello everyone! We explored tokenizers—tools that divide text into units called tokens. In today’s post, we’ll dive into the concept of word embedding, using a machine learning model called Word2Vec, which focuses on word-level embeddings. What Is Word Embedding? Simply put, it looks like this: ID Word 1 cat 2 dog 3 bird 4 fox 5 tiger … Lire la suite The Road to LLM: What Does It Mean to Embed Words? [Day 4]

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