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1. context-aware-word-vectors context-aware-word-vectors Public

   Context aware word vectors

   Python 4

2. Word-Embeddings-and-Document-Vectors Word-Embeddings-and-Document-Vectors Public

   An evaluation of word-embeddings for classification

   Python 33 16

3. BoW-vs-BERT-Classification BoW-vs-BERT-Classification Public

   Comparing traditional classifiers with bag-of-words approach to BERT for text classification

   Python 8 2

4. Nonlinear-Classification-with-Logistic-Regression Nonlinear-Classification-with-Logistic-Regression Public

   Python 6 1

5. Bow-to-Bert Bow-to-Bert Public

   Evolution of word vectors from long, sparse, and 1-hot to short, dense, and context sensitive

   Python 28 9

6. Concept-Drift-and-Model-Decay Concept-Drift-and-Model-Decay Public

   Evaluating model decay as the underlying concepts for classification evolve

   Python 17 10