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howl-anderson / seq2annotation

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Star 85

基于 TensorFlow & PaddlePaddle 的通用序列标注算法库（目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF，更多算法正在持续添加中）实现中文分词（Tokenizer / segmentation）、词性标注（Part Of Speech, POS）和命名实体识别（Named Entity Recognition, NER）等序列标注任务。

tensorflow named-entity-recognition part-of-speech part-of-speech-tagger tensorflow-models bilstm-crf-model bilstm-crf named-entity-extraction idcnn sequence-annotation idcnn-crf
  • Updated Dec 8, 2022
  • Python

Sshanu / Hierarchical-Word-Sense-Disambiguation-using-WordNet-Senses

Star 33

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

deep-neural-networks deep-learning tensorflow crf lstm wordnet word-sense-disambiguation attention convolutional-neural-networks hierarchical part-of-speech all attention-mechanism hierarchical-models single one-million-dataset semcor single-word-sense-disambiguation all-word-sense-disambiguation
  • Updated Jun 12, 2020
  • Jupyter Notebook

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