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akashb-cmu's Projects

bridgecorrnet icon bridgecorrnet

This is an implementation of Bridge Correlation Net as described in (http://arxiv.org/abs/1504.07225). This implementation builds off of a similar implementation in (https://github.com/apsarath/CorrNet).

leibnetz icon leibnetz

A deep learning library with modular components implemented in theano, that can be used to construct and train arbitrarily complex neural architectures

lstm-crf icon lstm-crf

This repository hosts an implementation of an LSTM CRF, as proposed in Lample, Guillaume, et al. "Neural architectures for named entity recognition." NAACL (2016) and Bharadwaj, Akash et. al "Phonologically aware neural model for named entity recognition in low resource transfer settings." EMNLP (2016).

neuronlp2 icon neuronlp2

Deep neural models for core NLP tasks (Pytorch version)

phono_neural_crf icon phono_neural_crf

A Named Entity Tagger that attempts transfer across related language using phonological representations

sp2016.11-731 icon sp2016.11-731

Master repository for CMU Machine Translation (11-731) in Spring 2016

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