https://imflash217.github.io/portfolio/tags/nlp/Recent content in Nlp on imflash217Hugo -- 0.146.0en-usFri, 23 Jun 2023 00:00:00 +0000https://imflash217.github.io/portfolio/2023-06-23-llm-autonomous-agents/Fri, 23 Jun 2023 00:00:00 +0000https://imflash217.github.io/portfolio/2023-06-23-llm-autonomous-agents/An overview of building autonomous agents with LLM as the core controller, covering planning, memory, and tool use components.https://imflash217.github.io/portfolio/nlp/cs224n/cs224n_1/Mon, 01 Jan 0001 00:00:00 +0000https://imflash217.github.io/portfolio/nlp/cs224n/cs224n_1/Stanford CS224N Lecture 1 - word meaning, distributional semantics, and word vectors.https://imflash217.github.io/portfolio/nlp/naive_bayes/Mon, 01 Jan 0001 00:00:00 +0000https://imflash217.github.io/portfolio/nlp/naive_bayes/Multinomial Naive Bayes for text classification - intuition, math, and implementation.https://imflash217.github.io/portfolio/nlp/regex/Mon, 01 Jan 0001 00:00:00 +0000https://imflash217.github.io/portfolio/nlp/regex/Regular expression fundamentals - pattern syntax for text search and processing.https://imflash217.github.io/portfolio/nlp/nlp_book/Mon, 01 Jan 0001 00:00:00 +0000https://imflash217.github.io/portfolio/nlp/nlp_book/Notes on text normalization, tokenization, and NLP fundamentals from Jurafsky and Martin.