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Sebastian Hansmann's Projects

bootstrapner icon bootstrapner

This project aims at bootstrapping NER for novel entities using distant supervision. NER architecture is based on the work by Ma and Hovy "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" as well as Lample et al. "Neural Architectures for Named Entity Recognition".

chatbot-egov-berlin icon chatbot-egov-berlin

Webhook for Dialogflow for the City of Berlin's municipal services. The resulting chatbot informs citizens about municipal services and supports them setting up appointments.

wikilda icon wikilda

This project aims to categorize / cluster student stories by topics, inferred by the english-speaking Wikipedia. It downloads a wikipedia dump, vectorizes data and performs Latent Dirichlet allocation

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