TwitterNERTwitter named entity extraction for WNUT 2016 http://noisy-text.github.io/2016/ner-shared-task.html
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xontrib-output-searchGet identifiers, paths, URLs and words from the previous command output and use them for the next command in xonsh shell.
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spaczzFuzzy matching and more functionality for spaCy.
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pyner🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.
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PersianNERNamed-Entity Recognition in Persian Language
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CrossNERCrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)
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spacy readabilityspaCy pipeline component for adding text readability meta data to Doc objects.
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nlp workshop odsc europe20Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and T…
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spacy conllPipeline component for spaCy (and other spaCy-wrapped parsers such as spacy-stanza and spacy-udpipe) that adds CoNLL-U properties to a Doc and its sentences and tokens. Can also be used as a command-line tool.
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Spacy Graphql🤹♀️ Query spaCy's linguistic annotations using GraphQL
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NMeCabJapanese morphological analyzer on .NET
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Neuralcoref✨Fast Coreference Resolution in spaCy with Neural Networks
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SynLSTM-for-NERCode and models for the paper titled "Better Feature Integration for Named Entity Recognition", NAACL 2021.
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neural name taggingCode for "Reliability-aware Dynamic Feature Composition for Name Tagging" (ACL2019)
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CleannlpR package providing annotators and a normalized data model for natural language processing
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NLP QuickbookNLP in Python with Deep Learning
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Spacy Wordnetspacy-wordnet creates annotations that easily allow the use of wordnet and wordnet domains by using the nltk wordnet interface
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SkillNERA (smart) rule based NLP module to extract job skills from text
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rita-dslA Domain Specific Language (DSL) for building language patterns. These can be later compiled into spaCy patterns, pure regex, or any other format
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Practical Machine Learning With PythonMaster the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
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deplacyCUI-based Tree Visualizer for Universal Dependencies and Immediate Catena Analysis
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TextacyNLP, before and after spaCy
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Dragonfirethe open-source virtual assistant for Ubuntu based Linux distributions
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Few-NERDCode and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"
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PhoNER COVID19COVID-19 Named Entity Recognition for Vietnamese (NAACL 2021)
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PytextrankPython implementation of TextRank for phrase extraction and summarization of text documents
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Jupyterlab Prodigy🧬 A JupyterLab extension for annotating data with Prodigy
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GrammarEngineГрамматический Словарь Русского Языка (+ английский, японский, etc)
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ExcelcyExcel Integration with spaCy. Training NER using Excel/XLSX from PDF, DOCX, PPT, PNG or JPG.
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extractacySpacy pipeline object for extracting values that correspond to a named entity (e.g., birth dates, account numbers, laboratory results)
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DframcyDataframe Integration with spaCy.
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Sense2vec🦆 Contextually-keyed word vectors
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bisemanticText pair classification
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frogFrog is an integration of memory-based natural language processing (NLP) modules developed for Dutch. All NLP modules are based on Timbl, the Tilburg memory-based learning software package.
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Spacy Lookups Data📂 Additional lookup tables and data resources for spaCy
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lemmy🤘Lemmy is a lemmatizer for Danish 🇩🇰 and Swedish 🇸🇪
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Lambda PacksPrecompiled packages for AWS Lambda
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spacy-langdetectA fully customisable language detection pipeline for spaCy
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ScispacyA full spaCy pipeline and models for scientific/biomedical documents.
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Spacy Transformers🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
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spertPyTorch code for SpERT: Span-based Entity and Relation Transformer
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CltkThe Classical Language Toolkit
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