eBay/Sequence-Semantic-Embedding
Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.
ArchivedEncodes variable-length text sequences into fixed semantic vectors using configurable encoder architectures (source-only, dual, or shared) implemented in TensorFlow with RNN/LSTM/CNN blocks. Provides end-to-end pipelines including training, index generation, embedding visualization, and Flask-based REST APIs for production deployment. Supports four task patterns out-of-the-box with sample datasets and Makefiles for rapid prototyping across classification, ranking, cross-lingual retrieval, and QA domains.
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460
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115
Language
Python
License
Apache-2.0
Category
Last pushed
Dec 24, 2018
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