SemanticScuttle - klotz.me

klotz: summarization* + nlp*

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1. A Visual Exploration of Semantic Text Chunking

   The article explains semantic text chunking, a technique for automatically grouping similar pieces of text to be used in pre-processing stages for Retrieval Augmented Generation (RAG) or similar applications. It uses visualizations to understand the chunking process and explores extensions involving clustering and LLM-powered labeling.

   2024-09-21 Tags: text, chunking, nlp, rag, dimensionality reduction, hierarchical clustering, umap, summarization, llm by klotz
2. DocQuery

   2022-09-04 Tags: document, nlp, search, summarization, invoices, contracts, forms, emails, letters, receipts by klotz
3. Keyword and Entity Extraction

   2022-02-16 Tags: keyword, entity, extraction, nlp, python, summarization by klotz
4. Setting up a Text Summarisation Project (Part 2) | by Heiko Hotz | Dec, 2021 | Towards Data Science

   2021-12-06 Tags: transformer, summarization, huggingface, gpt-3, zero-shot, machine learning, nlp by klotz
5. 6 NLP Techniques Every Data Scientist Should Know | by Sara A. Metwalli | Jan, 2021 | Towards Data Science

   2021-01-21 Tags: nlp, lemmatization, stemming, named entity recognition, keyword extraction, summarization, topic modelling, sentiment analysis by klotz
6. Hands-on Guide To Extractive Text Summarization With BERTSum - Analytics India Magazine

   2020-08-23 Tags: bert, summarization, nlp, text by klotz
7. Text Summarization with GloVe Embeddings.. - Towards Data Science

   2020-05-11 Tags: glove, word embedding, summarization, nlp, text understanding by klotz
8. Document search with fragment embeddings - Towards Data Science

   2020-04-09 Tags: covid-19, fragment, word embedding, phrase, search, summarization, nlp by klotz
9. NLP: Building a Text Summariser Using Global Vectors

   2020-04-07 Tags: nlp, summarization, glove, embedding by klotz
10. Summarization is commoditized, thanks to BERT. | Towards Data Science

    2020-03-14 Tags: summarization, bert by klotz

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