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distill-bert

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jasoncao11 / nlp-notebook

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NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

nlp natural-language-processing text-classification pytorch seq2seq glove skip-gram bert textcnn electra bilstm-crf-model textrcnn fasttext-embeddings bilstm-attention bert-chinese gpt2 bert-ner transformer-pytorch textrcnn-bert distill-bert
  • Updated May 20, 2023
  • Python

anurima-saha / Text-Classification

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Wine reviews used to determine the type of wine training on imbalanced data using classification algorithms like SVM, Naive Bayes and Random Forest Classifier. Neural Network (CNN, RNN and LSTM) and LLM models (DistilBERT and RoBERTa) were also used followed by error analysis using SHAP.

text-classification naive-bayes-classifier transfer-learning svm-classifier random-forest-classifier rnn-pytorch shapley-value roberta-model distill-bert llm llm-finetuning
  • Updated Aug 6, 2024
  • HTML

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