Better NLP:

NLP Java: | NLP Clojure: | NLP Kotlin: | NLP Scala: |
NLP using DL4J (cuda):

• General
• Datasets
• Java/JVM
• Courses, Tutorial, Learning resource
• Cloud
• Library, Framework, Models, Tools, Services
• Metaphor detection
• Sentiment analysis
• Topic modelling
• Presentations
• Notebooks
• Unstructured to structured data
• Text Data Augmentation
• Summarise text
• Contributing

See General

• UPDATE: 28 new datasets arrived, if you need a dataset for your NLP machine learning task check the Big Bad #NLP Database with more than 200 datasets
• Looking for datasets for #NLP tasks?
• "The Big Bad NLP Database – Quantum Stat"
• NLP datasets

See Java/JVM

See Course, Tutorial, Learning resource

• Cloud based-example: NLP API to analyze Harry Potter & The New York Times
• Applying NLP in Java, all from the command-line | Original post

• Better NLP
• NLP Profiler | PyPi
• See Library, Framework, Models, Tools, Services

See Metaphor detection

See Sentiment analysis

• Topic Modeling in Python using PyCaret ☟ | Topic Modeling on PyCaret (Medium post)
• Topic modeling helps discover abstract topics

• Natural Language Processing presentation by Ovidiu S.
• Better NLP - presentations
• Training Multi-Billion Parameter Language Models with Megatron Webinar: Slides | NVIDIA/Megatron-LM github | Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism | Subscribe to the Higher Education and Research Newsletter (NVIDIA)
• NLP Profiler: Demo | First presentation: Abhishek Talks | Follow-up presentation: NLP Zurich
• Also see Presentations

• Doc2vec word embeddings and UMAP visualisation notebook | Data
• NLP using word vectors with Spacy notebook
• Jupyter notebook for entity recognition and sentiment analysis
• Kaggle kernel: NLP uncertainty
• Better NLP - notebooks
• "The Big Bad NLP Notebooks – Quantum Stat"
• BERT Embeddings with TensorFlow 2.0 (notebook)
• Also see notebooks under Natural Language Processing (NLP) in the Notebooks section

• Convert unstructured data to structured data with machine learning
• How do I turn unstructured data into structured data?
• The Use of NLP to Extract Unstructured Medical Data From Text
• Step by step guide to extract insights from free text (unstructured data)
• Date/Time Helpers

• Easy Data Augmentation for Text Classification: Video | Kernel
• SentAugment is a data augmentation technique for semi-supervised learning in NLP

See Summarise text

Contributions are very welcome, please share back with the wider community (and get credited for it)!

Please have a look at the CONTRIBUTING guidelines, also have a read about our licensing policy.

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