shansmann

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".

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

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.

event_clustering_dbpedia

fernansi

hansmann

just

ledjam_crawler

mxnmnn

pixelCrawler

sebhans

shansmann.github.io