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Carolin Lawrence's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

bison icon bison

Code for bidirectional sequence generation (BiSon) for generating from BERT pre-trained models.

cdec-semparse icon 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.

clkp-mtkbc icon clkp-mtkbc

Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion

cytoscape.js icon cytoscape.js

Graph theory (network) library for visualisation and analysis

filesaver.js icon filesaver.js

saveTextAs() for all browsers & saveAs() FileSaver for HTML5

gradient-rollback icon gradient-rollback

Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base completion.

nematus icon nematus

Open-Source Neural Machine Translation in Theano. This fork implements ramp objectives and counterfactual learning objectives (Lawrence & Riezler, 2018.)

neuralmonkey icon neuralmonkey

An open-source tool for sequence learning in NLP built on TensorFlow.

nlmaps-interface icon nlmaps-interface

Source code of the NLmaps interface: https://nlmaps.cl.uni-heidelberg.de/

nlpminion icon nlpminion

Some python nlp-based functions that help me in my work

overpass-nlmaps icon 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.

pyrebol icon pyrebol

Implements the Response-Based Online Algorithm (REBOL) from Riezler et al., 2014.

pytorch-pretrained-bert icon pytorch-pretrained-bert

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

rebol icon rebol

Implements the Response-Based Online Algorithm (REBOL) from Riezler et al., 2014.

scripts_nlmaps icon scripts_nlmaps

Various scripts to be used in conjunction with the NLmaps corpus

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