Neuronlp2Deep neural models for core NLP tasks (Pytorch version)
Stars: ✭ 397 (+38.33%)
NeuronblocksNLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Stars: ✭ 1,356 (+372.47%)
AnagoBidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Stars: ✭ 1,392 (+385.02%)
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.
Stars: ✭ 1,767 (+515.68%)
SeqevalA Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
Stars: ✭ 508 (+77%)
FlairA very simple framework for state-of-the-art Natural Language Processing (NLP)
Stars: ✭ 11,065 (+3755.4%)
ProsodyHelsinki Prosody Corpus and A System for Predicting Prosodic Prominence from Text
Stars: ✭ 139 (-51.57%)
Bist ParserGraph-based and Transition-based dependency parsers based on BiLSTMs
Stars: ✭ 257 (-10.45%)
Nlp tasksNatural Language Processing Tasks and References
Stars: ✭ 2,968 (+934.15%)
CrowdLayerA neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.
Stars: ✭ 45 (-84.32%)
Nuts自然语言处理常见任务(主要包括文本分类,序列标注,自动问答等)解决方案试验田
Stars: ✭ 21 (-92.68%)
BluebertBlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).
Stars: ✭ 273 (-4.88%)
FakenewscorpusA dataset of millions of news articles scraped from a curated list of data sources.
Stars: ✭ 255 (-11.15%)
Hscrf PytorchACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)
Stars: ✭ 284 (-1.05%)
fairseq-tagginga Fairseq fork for sequence tagging/labeling tasks
Stars: ✭ 26 (-90.94%)
Recurrent Entity NetworksTensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".
Stars: ✭ 276 (-3.83%)
Text2sql DataA collection of datasets that pair questions with SQL queries.
Stars: ✭ 287 (+0%)
Rnn For Joint NluTensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Stars: ✭ 281 (-2.09%)
Chatbot nerchatbot_ner: Named Entity Recognition for chatbots.
Stars: ✭ 273 (-4.88%)
deepsegChinese word segmentation in tensorflow 2.x
Stars: ✭ 23 (-91.99%)
Transferable-E2E-ABSATransferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)
Stars: ✭ 62 (-78.4%)
Tacred RelationPyTorch implementation of the position-aware attention model for relation extraction
Stars: ✭ 271 (-5.57%)
linear chain crfA HMM-like linear-chain CRF, used Tensorflow API. 🐣
Stars: ✭ 37 (-87.11%)
pyner🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.
Stars: ✭ 45 (-84.32%)
NagisaA Japanese tokenizer based on recurrent neural networks
Stars: ✭ 260 (-9.41%)
RnnsharpRNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.
Stars: ✭ 277 (-3.48%)
Link GrammarThe CMU Link Grammar natural language parser
Stars: ✭ 286 (-0.35%)
Ai Job NotesAI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)
Stars: ✭ 3,191 (+1011.85%)
PyswipPySwip is a Python - SWI-Prolog bridge enabling to query SWI-Prolog in your Python programs. It features an (incomplete) SWI-Prolog foreign language interface, a utility class that makes it easy querying with Prolog and also a Pythonic interface.
Stars: ✭ 276 (-3.83%)
ArticutapiAPI of Articut 中文斷詞 (兼具語意詞性標記):「斷詞」又稱「分詞」,是中文資訊處理的基礎。Articut 不用機器學習,不需資料模型,只用現代白話中文語法規則,即能達到 SIGHAN 2005 F1-measure 94% 以上,Recall 96% 以上的成績。
Stars: ✭ 252 (-12.2%)
Trade DstSource code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743
Stars: ✭ 287 (+0%)
PIEFast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)
Stars: ✭ 164 (-42.86%)
Autonlp🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically
Stars: ✭ 263 (-8.36%)
AlpacaTagAlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging (ACL 2019 Demo)
Stars: ✭ 126 (-56.1%)
Oie ResourcesA curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
Stars: ✭ 283 (-1.39%)
Pytorch-NLUPytorch-NLU,一个中文文本分类、序列标注工具包,支持中文长文本、短文本的多类、多标签分类任务,支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…
Stars: ✭ 151 (-47.39%)
Nlp TutorialTutorial: Natural Language Processing in Python
Stars: ✭ 274 (-4.53%)
NerNamed Entity Recognition
Stars: ✭ 288 (+0.35%)
CrossNERCrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)
Stars: ✭ 87 (-69.69%)
Olivia💁♀️Your new best friend powered by an artificial neural network
Stars: ✭ 3,114 (+985.02%)
LanguagecrunchLanguageCrunch NLP server docker image
Stars: ✭ 281 (-2.09%)
wrenchWRENCH: Weak supeRvision bENCHmark
Stars: ✭ 185 (-35.54%)
AwesomefakenewsThis repository contains recent research on fake news.
Stars: ✭ 270 (-5.92%)
Clean Text🧹 Python package for text cleaning
Stars: ✭ 284 (-1.05%)
LecturesOxford Deep NLP 2017 course
Stars: ✭ 15,162 (+5182.93%)
SwemThe Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"
Stars: ✭ 279 (-2.79%)
Awesome Ai AwesomenessA curated list of awesome awesomeness about artificial intelligence
Stars: ✭ 268 (-6.62%)
Prose📖 A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
Stars: ✭ 2,840 (+889.55%)
NlpythonThis repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"
Stars: ✭ 265 (-7.67%)
Book NlpNatural language processing pipeline for book-length documents
Stars: ✭ 249 (-13.24%)
Lingua Rs👄 The most accurate natural language detection library in the Rust ecosystem, suitable for long and short text alike
Stars: ✭ 260 (-9.41%)
Awesome TensorlayerA curated list of dedicated resources and applications
Stars: ✭ 248 (-13.59%)