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Sir's Projects

hateradedetector icon hateradedetector

A hate speech/abuse detector using Support Vector Machines and word2vec

json2table icon json2table

flattens nested json object, extracts the column value, exports to MongoDB

lexnet icon lexnet

LexNET: Integrated Path-based and Distributional Method for Lexical Semantic Relation Classification

semantic-cnn icon semantic-cnn

Initializing Convolutional Filters with Semantic Features for Text Classification

simon icon simon

Character-level CNN+LSTM model SIMON - Semantic Inference for the Modeling of ONtologies - for text classification

transferlearning_textclassification icon transferlearning_textclassification

The models in this notebook can be pre-trained on selected classes of DBPedia and then "transferred" to a target domain of other classes. The code measures the semantic similarity between classes using word2vec embeddings. The measurements are meant to encouraged you to individually select different classes in the source and the target domain and experiment with the transfer learning performance.

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