1. Relation Classification Using Bidirectional Lstm Tree
TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations
2. Hierarchical-Word-Sense-Disambiguation-using-WordNet-Senses
Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow
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Jupyter Notebookdeep-neural-networksdeep-learningtensorflowcrflstmwordnetword-sense-disambiguationattentionconvolutional-neural-networkshierarchicalpart-of-speechallattention-mechanismhierarchical-modelssingleone-million-datasetsemcorsingle-word-sense-disambiguationall-word-sense-disambiguation1-2 of 2 user projects