text_mining_resources

Resources for learning about Text Mining and Natural Language Processing
https://github.com/stepthom/text_mining_resources

Last synced: 1 day ago
JSON representation

Products
- Knowledge Graphs
  - Annotation Lab - Free End-to-End No-Code platform for text annotation and DL model training/tuning. Out-of-the-box support for Named Entity Recognition, Classification, Relation extraction and Assertion Status Spark NLP models. Unlimited support for users, teams, projects, documents.
  - Systran - Enterprise Translation Products
  - SAS Text Miner (Part of SAS Enterprise Miner)
  - KNIME
  - CrowdFlower
  - Rosette Text Analytics
  - UBIAI - to-use text annotation tool for teams with most comprehensive auto-annotation features. Supports NER, relations and document classification as well as OCR annotation for invoice labeling
  - Google Cloud Natural Language
  - Tabula: A tool for liberating data tables locked inside PDF files.

Programming Languages

Python 19 Jupyter Notebook 3 R 3 JavaScript 3 C++ 2 HTML 2 Ruby 1 Java 1

Categories

Blog Articles, Papers, Case Studies 641 APIs and Libraries 91 Products 64 Datasets 53 Books 44 Online courses 42 Misc 36 Online Demos and Tools 10 Benchmarks 9 Other Curated Lists 7 Major NLP Conferences 6 Blogs 5 License 1

Sub Categories

Knowledge Graphs 270 Sentiment Analysis 120 Q&A Systems, Chatbots <a id="qa-systems"></a> 109 Concept Analysis/Topic Modeling <a id="concept-analysis"></a> 66 Transformers and Language Models 62 General <a id="general-articles"></a> 60 Lexicons for Sentiment Analysis 52 Word and Document Embeddings 38 Document Classification 35 Cleaning 29 Scraping 25 Deep Learning 24 Fuzzy Matching, Probabilistic Matching, Record Linkage, Etc. <a id="fuzzy-matching"></a> 11 Document Clustering and Document Similarity 10 Machine Translation 9 Biases in NLP 7 Dimensionality Reduction 7 Sarcasm Detection 6 Stemming 6 Entity and Information Extraction 6 Text Summarization 5 Stop Words 3

Keywords

natural-language-processing 10 nlp 9 machine-learning 8 python 6 text-mining 4 pdf 3 word-embeddings 3 pytorch 3 deep-learning 3 tensorflow 3 text-visualization 2 topic-modeling 2 computational-social-science 2 transformer 2 record-linkage 2 python-library 2 twitter 2 dataset 2 entity-resolution 2 dedupe 2 r 1 tidy-data 1 tidyverse 1 dedupe-library 1 data-extraction 1 extract 1 java 1 layout 1 pdfbox 1 text 1 attention 1 bert 1 paper 1 tutorial 1 bot 1 trading 1 trump 1 leaderboard 1 visual-analysis 1 bots 1 chatbot 1 chatgpt 1 chatgpt-api 1 language 1 artificial-intelligence-algorithms 1 artificial-neural-networks 1 bayesian-statistics 1 computer-vision 1 deep-neural-networks 1 deep-reinforcement-learning 1