Named Entity Recognition using multilayered bidirectional LSTM
$ git clone https://github.com/monikkinom/ner-lstm.gitNCRF++, 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.
Deep neural models for core NLP tasks (Pytorch version)
Dilated CNNs for NER in TensorFlow
基于深度学习的自然语言处理库
keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS
中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
Data from GitHub · snapshot Sep 24, 2026