Carolin Lawrence's repositories
gradient-rollback
Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base completion.
overpass-nlmaps
Extends the query language Overpass for OpenStreetMap (OSM). Implements a machine readable language which is used to build a natural language interface to OSM.
cdec-semparse
Decoder, aligner, and model optimizer for statistical machine translation and other structured prediction models based on (mostly) context-free formalisms. This fork adds components for semantic parsing.
MapReduce_WordAlignment
Implements IBM 1 and HMM word alignment models using the MapReduce framework
pytorch-pretrained-BERT
A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.
scripts_nlmaps
Various scripts to be used in conjunction with the NLmaps corpus
CLKP-MTKBC
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion
cytoscape.js
Graph theory (network) library for visualisation and analysis
FileSaver.js
saveTextAs() for all browsers & saveAs() FileSaver for HTML5
neuralmonkey
An open-source tool for sequence learning in NLP built on TensorFlow.
nlmaps-interface
Source code of the NLmaps interface: https://nlmaps.cl.uni-heidelberg.de/
smtsemparse
Semantic parsing as machine translation