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OptimSeed - Seed Word Selection for Weakly-Supervised Text Classification [NAACL SRW 2021]
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
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
搜索所有中文NLP数据集,附常用英文NLP数据集
CNN-RNN中文文本分类,基于TensorFlow
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
Snips Python library to extract meaning from text
fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
Kashgari 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.
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN