Nlp JourneyDocuments, 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.
Stars: ✭ 1,290 (+5508.7%)
Mutual labels: word2vec, crf, lda, fasttext
Spark NlpState of the Art Natural Language Processing
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Mutual labels: seq2seq, albert, bert, xlnet
Simple-Sentence-SimilarityExploring the simple sentence similarity measurements using word embeddings
Stars: ✭ 99 (+330.43%)
Mutual labels: word2vec, glove, fasttext, elmo
EmbeddingEmbedding模型代码和学习笔记总结
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Mutual labels: word2vec, transformer, seq2seq, fasttext
Embedding As ServiceOne-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
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Mutual labels: word2vec, transformer, glove, fasttext
Neural spEnd-to-end ASR/LM implementation with PyTorch
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Mutual labels: transformer, seq2seq, attention-mechanism
SockeyeSequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
Stars: ✭ 990 (+4204.35%)
Mutual labels: transformer, seq2seq, attention-mechanism
keras-bert-nerKeras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT
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Mutual labels: crf, albert, bert
semantic-document-relationsImplementation, trained models and result data for the paper "Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles"
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Mutual labels: transformer, bert, xlnet
Lmdb EmbeddingsFast word vectors with little memory usage in Python
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Mutual labels: word2vec, glove, fasttext
Finalfusion Rustfinalfusion embeddings in Rust
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Mutual labels: word2vec, glove, fasttext
TabFormerCode & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
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Mutual labels: transformer, gpt, bert
Text Classification Models PytorchImplementation of State-of-the-art Text Classification Models in Pytorch
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Mutual labels: transformer, seq2seq, fasttext
Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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Mutual labels: transformer, seq2seq, bert
bert in a flaskA dockerized flask API, serving ALBERT and BERT predictions using TensorFlow 2.0.
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Mutual labels: transformer, albert, bert
FasterTransformerTransformer related optimization, including BERT, GPT
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Mutual labels: transformer, gpt, bert
classifier multi label seq2seq attentionmulti-label,classifier,text classification,多标签文本分类,文本分类,BERT,ALBERT,multi-label-classification,seq2seq,attention,beam search
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Mutual labels: seq2seq, albert, bert
Nlp researchNLP 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
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Mutual labels: word2vec, transformer, fasttext
MagnitudeA fast, efficient universal vector embedding utility package.
Stars: ✭ 1,394 (+5960.87%)
Mutual labels: word2vec, glove, fasttext