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
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Sequence_tagging | 1,725 | 5 years ago | 15 | apache-2.0 | Python | |||||
| Named Entity Recognition (LSTM + CRF) - Tensorflow | ||||||||||
| Nlp Journey | 1,563 | 5 months ago | 3 | April 29, 2020 | apache-2.0 | Python | ||||
| Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0. | ||||||||||
| Elmo Bilstm Cnn Crf | 363 | 3 years ago | 28 | apache-2.0 | Python | |||||
| BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations. | ||||||||||
| Slot_filling_and_intent_detection_of_slu | 289 | 3 years ago | apache-2.0 | Python | ||||||
| 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 | ||||||||||
| Deep Crf | 154 | 6 years ago | 20 | mit | Python | |||||
| An implementation of Conditional Random Fields (CRFs) with Deep Learning Method | ||||||||||
| Lstm Crf | 130 | 6 years ago | 10 | Python | ||||||
| A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.:smirk: | ||||||||||
| Bilstm Aux | 119 | 3 years ago | other | Python | ||||||
| Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings) | ||||||||||
| Multilstm | 111 | 6 years ago | 3 | Jupyter Notebook | ||||||
| keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS | ||||||||||
| Dsner | 109 | 5 years ago | 2 | unlicense | Python | |||||
| Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning | ||||||||||
| Cool Nlpcv | 48 | 3 years ago | mit | |||||||
| Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等） | ||||||||||
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