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 (-64.29%)
Mutual labels: named-entity-recognition, crowdsourcing, sequence-labeling
FlairA very simple framework for state-of-the-art Natural Language Processing (NLP)
Stars: ✭ 11,065 (+8681.75%)
Mutual labels: named-entity-recognition, sequence-labeling
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 (+19.84%)
Mutual labels: named-entity-recognition, sequence-labeling
Ld NetEfficient Contextualized Representation: Language Model Pruning for Sequence Labeling
Stars: ✭ 148 (+17.46%)
Mutual labels: named-entity-recognition, sequence-labeling
Cluener2020CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
Stars: ✭ 689 (+446.83%)
Mutual labels: named-entity-recognition, sequence-labeling
Named entity recognition中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)
Stars: ✭ 995 (+689.68%)
Mutual labels: named-entity-recognition, sequence-labeling
EntityTargetedActiveLearningNo description or website provided.
Stars: ✭ 17 (-86.51%)
Mutual labels: named-entity-recognition, active-learning
Slot filling and intent detection of sluslot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
Stars: ✭ 298 (+136.51%)
Mutual labels: named-entity-recognition, sequence-labeling
Neural sequence labelingA TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.
Stars: ✭ 214 (+69.84%)
Mutual labels: named-entity-recognition, sequence-labeling
Multi Task Nlpmulti_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
Stars: ✭ 221 (+75.4%)
Mutual labels: named-entity-recognition, sequence-labeling
Bilstm LanHierarchically-Refined Label Attention Network for Sequence Labeling
Stars: ✭ 241 (+91.27%)
Mutual labels: named-entity-recognition, sequence-labeling
SeqevalA Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
Stars: ✭ 508 (+303.17%)
Mutual labels: named-entity-recognition, sequence-labeling
Neuronlp2Deep neural models for core NLP tasks (Pytorch version)
Stars: ✭ 397 (+215.08%)
Mutual labels: named-entity-recognition, sequence-labeling
AnagoBidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Stars: ✭ 1,392 (+1004.76%)
Mutual labels: named-entity-recognition, sequence-labeling
AutonerLearning Named Entity Tagger from Domain-Specific Dictionary
Stars: ✭ 357 (+183.33%)
Mutual labels: named-entity-recognition, sequence-labeling
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 (+1302.38%)
Mutual labels: named-entity-recognition, sequence-labeling
sequence labeling tfSequence Labeling in Tensorflow
Stars: ✭ 18 (-85.71%)
Mutual labels: named-entity-recognition, sequence-labeling
KashgariKashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Stars: ✭ 2,235 (+1673.81%)
Mutual labels: named-entity-recognition, sequence-labeling
pyner🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.
Stars: ✭ 45 (-64.29%)
Mutual labels: named-entity-recognition, sequence-labeling
CrossNERCrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)
Stars: ✭ 87 (-30.95%)
Mutual labels: named-entity-recognition, sequence-labeling