Avdhesh Varshneyavdhesh-blogs.hashnode.dev·Nov 22, 2024Text Preprocessing in NLPIntroduction After getting the data, we’ll be doing text pre-processing on the dataset. Text pre-processing is of 2 types, Basic Text pre-processing Advance Text pre-processing POS (Parts of Speech) Tag Chunking Parsing Coreference relation ...Discusstext pre-processing
Avdhesh Varshneyavdhesh-blogs.hashnode.dev·Nov 18, 2024The NLP Landscape - 1960's to 2024'sHello friends, This is my first blog on learning of NLP Language, or we can say NLP Method. I’m started my learning on 18th Nov. 2024 from YouTube tutorials, blogs, and google search. I’m not a pro in writing the blogs but still I’m starting to write...Discussnlp
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK vs. Hugging Face #6: Sentiment Analysis, Text Classification, and Entity ExtractionSource Code Here: NLTK Codehttps://gist.github.com/7794de461741038e66ee8fbfdd164673.git HuggingFace Code https://gist.github.com/5afd307334b4d7fc0497f2f4585401ce.git Comparison Table Here’s a comparison table summarizing when to use Hugging Face Tra...Discussnltk
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK, SpaCy VS Hugging Face #5: Regex, Exact Matching, Entity Recognition, Grammar ParsingSource Code Here: NLTK Codehttps://gist.github.com/a93560d8434cf4c147ed0a19e027c913.git HuggingFace Code https://gist.github.com/7c787074999fa8cfc835663ce8a8d2a0.git Comparison Table Here’s a comparison table summarizing when to use Hugging Face Tra...Discussnltk
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK, SpaCy, Gensim VS Hugging Face 4#: POS Tagging, Parsing, TF-IDF, One-Hot Encoding, and Word2VecNLTK Codehttps://gist.github.com/c969899618e37ba00be355eb676c8c39.git HuggingFace Code https://gist.github.com/4f9b5a23dcde12a45f87ea5254013aed.git Comparison Table Here’s a comparison table summarizing which tool (Hugging Face Transformers, SpaCy, ...Discussgensim
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK vs. Hugging Face #3: Visualization, Clustering, NER, Word CloudsNLTK Codehttps://gist.github.com/43e222f213f3f217a3d99c1912d12375.git HuggingFace Code https://gist.github.com/03fac7cf537d5e07946aabee14aa81ef.git NLTK Code Chunk 1: Importing NLTK and Displaying Corpus Information Code: import nltk from nltk.co...Discussnltk
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK VS HuggingFace #2 - Emoji replacement, smart quotes handling, stop word removal, stemming, lemmatization, and spell checkingSource code here: NLTK Code https://gist.github.com/a60a29d0aede72d3c9f5854bdd5d7916.git HuggingFace Code https://gist.github.com/ed6e307157cb2790285247057c25e7f0.git Table summarizing scenarios where NLTK is still preferable Compared to Hugging Face...Discussnlp
Anix LynchProanixblog.hashnode.dev·Nov 13, 2024NLTK/Spacy VS HuggingFace #1 - Tokenization, POS tagging, NER, and summarizationSource code here: NLTK/Spacy Code https://gist.github.com/2f8b8167ae5c557dc027dc19f9a84c2b.git HuggingFace Code https://gist.github.com/e293e7c3f26dd7f4104a62a9d447ec95.git Table summarizing the NLP tasks and which tool is best TaskBest ToolReaso...Discussnltk
genviaforGenerative AIgenvia-tech.hashnode.dev·Nov 11, 2024Unlocking the Power of Tokenization: A Deep Dive into Generative AI and NLPIntroduction Definition of Generative AI Generative AI is a fascinating realm of artificial intelligence that focuses on creating new and original content, mimicking the data it was trained on. Imagine a digital artist, composer, or writer that learn...Discuss·26 readsGenerative AIWordTokenization
Anix LynchProanixblog.hashnode.dev·Oct 29, 2024How Hugging Face tools make traditional setups obsolete, enabling shorter code?As the landscape of Natural Language Processing (NLP) and machine learning continues to grow, Hugging Face has emerged as a go-to platform, offering a unified ecosystem that greatly simplifies model training, fine-tuning, and deployment. Before Huggi...DiscussTensorFlow
