casually-PYlearner

casually-PYlearner's Stars

• keras-team/keras

  Deep Learning for humans

  Language:Python62.7k1.9k12.4k19.5k

• crownpku/Awesome-Chinese-NLP

  A curated list of resources for Chinese NLP 中文自然语言处理相关资料

  7.9k38761.7k

• crownpku/Information-Extraction-Chinese

  Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

  Language:Python2.2k90139810

• koth/kcws

  Deep Learning Chinese Word Segment

  Language:C++2.1k162123645

• zjy-ucas/ChineseNER

  A neural network model for Chinese named entity recognition

  Language:Python1.8k6788568

• ShannonAI/service-streamer

  Boosting your Web Services of Deep Learning Applications.

  Language:Python1.2k2765190

• UKPLab/emnlp2017-bilstm-cnn-crf

  BiLSTM-CNN-CRF architecture for sequence tagging

  Language:Python8295862263

• HadoopIt/rnn-nlu

  A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

  Language:Python4853820169

• yuanxiaosc/BERT-for-Sequence-Labeling-and-Text-Classification

  This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

  Language:Python47181597

• sz128/slot_filling_and_intent_detection_of_SLU

  slot 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

  Language:Python398169105

• UKPLab/elmo-bilstm-cnn-crf

  BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

  Language:Python387283280

• yanwii/ChinsesNER-pytorch

  基于BI-LSTM+CRF的中文命名实体识别 Pytorch

  Language:Python38681689

• FanhuaandLuomu/BiLstm_CNN_CRF_CWS

  BiLstm+CNN+CRF 法律文档（合同类案件）领域分词（100篇标注样本）

  Language:Python3851613109

• liu-nlper/SLTK

  序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

  Language:Python361132184

• MiuLab/SlotGated-SLU

  Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

  Language:Python30589108

• achernodub/targer

  BiLSTM-CNN-CRF tagger

  Language:Python25013762

• DSKSD/RNN-for-Joint-NLU

  Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

  Language:Jupyter Notebook1969550

• zhufz/nlp_research

  NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

  Language:Python1885149

• GaoQ1/ner-slot_filling

  中文自然语言的实体抽取和意图识别（Natural Language Understanding），可选Bi-LSTM + CRF 或者 IDCNN + CRF

  Language:Python18371546

• brightmart/slot_filling_intent_joint_model

  attention based joint model for intent detection and slot filling

  Language:Python17819467

• spro/pytorch-seq2seq-intent-parsing

  Intent parsing and slot filling in PyTorch with seq2seq + attention

  Language:Python15910529

• HadoopIt/joint-slu-lm

  Tensorflow implementation of joint modeling of SLU (intent & slot filling) and LM with RNNs.

  Language:Python11810139

• baiyyang/medical_ner_crfsuite

  基于条件随机场的医疗电子病例的命名实体识别

  Language:Python1136745

• chsasank/ATIS.keras

  Spoken Language Understanding(SLU)/Slot Filling in Keras

  Language:Python997739

• yuanxiaosc/Slot-Filling-and-Intention-Prediction-in-Paper-Translation

  槽填充、意图预测（口语理解）论文整理和中文翻译。Slot filling and intent prediction paper collation and Chinese translation.

  482013

• lvxiaoxin/Chinese-NER-based-on-CRF

  🐳 基于条件随机场(CRF)对中文案件语料进行命名实体识别(NER)

  Language:Python291313

• XierHacker/ChineseWordSegment

  Tensorflow Implements Chinese Word Segment use LSTM+CRF and Dilated CNN+CRF

  Language:Python15225

• zjcanjux/RNN_Joint_NLU_Chinese

  Train Joint_NLU model using Chinese 中文意图和槽联合模型 tensorflow实现和pytorch实现

  Language:Python14113

• HarryWuxh/Attention_Based_RNN_for_Intent_Detetaction_and_Slot_Filling

  The tensorflow implementation of <Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling>

  Language:Python13214

• JunfengDuan/xf-ner-idcnn-crf

  命名实体识别

  Language:Python5207