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Benchmark - BERT - Brown Corpus - Clustering of text documents - CNN 4 NLP - Conditional random fields - Data visualisation - Denny Britz - ElasticSearch - External memory algorithm - faiss - fast.ai - General NLP tasks - gensim - GitHub project - Good - Hashtag - Hugging Face - huggingface / transformers - IPython notebook - Keras - Keyword/keyphrase extraction - Language Model: domain adaptation - Latent Semantic Analysis - Low-Resource Languages - Named Entity Recognition - Neural machine translation - NLP: French - NLP and Search - NLP sample code - Non-negative matrix factorization - OpenAI - Python-NLP - Python sample code - PyTorch - Question Answering - scikit-learn - Sentence Embeddings - TensorFlow - Text Classification - Text Similarity - Text Summarization - TF-IDF - Topic Modeling - Tutorial - Word embeddings - Word-sense disambiguation - xgboost - Yves Peirsman - Zero shot -

NLP tasks / problems AND NLP sample code

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39 Documents

Notebook by OpenAI which demos a Q&A workflow using ChatGPT API· openai/openai-cookbook

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2023-04-15 About

How to Train an mT5 Model for Translation With Simple Transformers | by Thilina Rajapakse | Towards Data Science

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2022-09-25 About

Sentence Embedding Fine-tuning for the French Language | by La Javaness R&D | Feb, 2022 | Medium

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2022-03-31 About

GuideToTransformersDomainAdaptation.ipynb - Colaboratory

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2022-03-18 About

Salmon Run: Word Sense Disambiguation using BERT as a Language Model

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2020-12-01 About

Hugging Face sur Twitter : "No labeled data? No problem. The 🤗 Transformers master branch now includes a built-in pipeline for zero-shot text classification...

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2020-08-12 About

Finding similar documents with transformers · Codegram

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2020-07-10 About

FastHugs | ntentional

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2020-02-19 About

Extractive Text Summarization Using spaCy in Python

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2020-02-09 About

Named Entity Recognition with Bert – Depends on the definition

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2020-01-09 About

How to build deep neural network for custom NER with Keras

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2020-01-07 About

Finding Similar Quora Questions with BOW, TFIDF and Xgboost

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2019-07-02 About

nlp-notebooks/Simple Sentence Similarity.ipynb at master · nlptown/nlp-notebooks

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2019-02-07 About

Finding Similar Quora Questions with Word2Vec and Xgboost

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2018-11-25 About

Practical Text Classification With Python and Keras – Real Python

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2018-10-25 About

Unsupervised Text Summarization using Sentence Embeddings

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2018-10-09 About

Named Entity Recognition and Classification with Scikit-Learn

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2018-09-16 About

A Benchmark of Text Classification in PyTorch

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2018-02-28 About

Topic Modeling with Scikit Learn – Aneesha Bakharia – Medium

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2017-12-05 About

How to use pre-trained word vectors from Facebook’s fastText

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2017-11-25 About

Implementing a CNN for Text Classification in TensorFlow – WildML

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2017-11-06 About

Using Gensim Word2Vec Embeddings in Keras | Ben Bolte's Blog

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2017-10-23 About

Gensim tutorial: Similarity Queries

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2017-07-19 About

Document Similarity Analysis Using ElasticSearch and Python - Data Science Central

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2017-07-19 About

Document Clustering with Python

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2017-06-28 About

Gensim tutorials

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2017-06-23 About

Intro to Automatic Keyphrase Extraction

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2017-06-14 About

Automated Keyword Extraction – TF-IDF, RAKE, and TextRank (Less Than Dot - Blog)

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2017-06-13 About

An Intuitive Understanding of Word Embeddings: From Count Vectors to Word2Vec

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2017-06-09 About

News classification with topic models in gensim

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2017-06-07 About

Using Gensim for LDA (notebook)

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2017-06-02 About

(Relatively) quick and easy Gensim example code | William Bert

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2017-06-02 About

Swayy | Blog — An algorithm for generating automatic hashtags

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2017-05-24 About

An Efficient Way to Extract the Main Topics from a Sentence | The Tokenizer

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2017-05-24 About

Build your own summary tool! | The Tokenizer

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2017-05-24 About

Extract Subject Matter of Documents Using NLP – Alexander Crosson – Medium

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2017-05-24 About

Summarize Documents using Tf-Idf – Alexander Crosson – Medium

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2017-05-24 About

Text Classification With Word2Vec - DS lore (2016)

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2017-05-18 About

Working With Text Data — scikit-learn documentation

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2015-10-21 About