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BondBOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
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Spark NlpState of the Art Natural Language Processing
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Iob2corpusJapanese IOB2 tagged corpus for Named Entity Recognition.
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Multitask sentiment analysisMultitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587
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Deep LyricsLyrics Generator aka Character-level Language Modeling with Multi-layer LSTM Recurrent Neural Network
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NcrfppNCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
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ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
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Awesome TensorlayerA curated list of dedicated resources and applications
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VncorenlpA Vietnamese natural language processing toolkit (NAACL 2018)
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SangitaA Natural Language Toolkit for Indian Languages
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Turkish Bert Nlp PipelineBert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.
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ChicksexerA Python package for gender classification.
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FlairA very simple framework for state-of-the-art Natural Language Processing (NLP)
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PymetamapPython wraper for MetaMap
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Open Semantic Entity Search ApiOpen Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names
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Pytorch Bert Crf NerKoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
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NerNamed Entity Recognition
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Spacy💫 Industrial-strength Natural Language Processing (NLP) in Python
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Entity Recognition DatasetsA collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
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SeqevalA Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
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CorenlpStanford CoreNLP: A Java suite of core NLP tools.
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Deepnlp基于深度学习的自然语言处理库
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SimplednnSimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks
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Pytorch Pos TaggingA tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
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Nlp ProgressRepository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
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DanlpDaNLP is a repository for Natural Language Processing resources for the Danish Language.
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AnagoBidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
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PynlpA pythonic wrapper for Stanford CoreNLP.
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Crf Layer On The Top Of BilstmThe CRF Layer was implemented by using Chainer 2.0. Please see more details here: https://createmomo.github.io/2017/09/12/CRF_Layer_on_the_Top_of_BiLSTM_1/
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Spacy Course👩🏫 Advanced NLP with spaCy: A free online course
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VntkVietnamese NLP Toolkit for Node
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Awesome Persian Nlp IrCurated List of Persian Natural Language Processing and Information Retrieval Tools and Resources
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Spacy LookupNamed Entity Recognition based on dictionaries
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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Attention MechanismsImplementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
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Recurrent Entity NetworksTensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".
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Chatbot nerchatbot_ner: Named Entity Recognition for chatbots.
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Keras AttentionVisualizing RNNs using the attention mechanism
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Pyhanlp中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理
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Neuronlp2Deep neural models for core NLP tasks (Pytorch version)
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Transformers TutorialsGithub repo with tutorials to fine tune transformers for diff NLP tasks
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Bert Sklearna sklearn wrapper for Google's BERT model
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Spacy Streamlit👑 spaCy building blocks and visualizers for Streamlit apps
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Hanlp中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
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StanzaOfficial Stanford NLP Python Library for Many Human Languages
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Lightning BoltsToolbox of models, callbacks, and datasets for AI/ML researchers.
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Pytorch RdpgPyTorch Implementation of the RDPG (Recurrent Deterministic Policy Gradient)
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Bert NerPytorch-Named-Entity-Recognition-with-BERT
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Ciphey⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡
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