gchrupala/analyzing-analytical-methods

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gchrupala/analyzing-analytical-methods

gchrupala

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Code for the paper "Analyzing analytical methods" http://dx.doi.org/10.18653/v1/2020.acl-main.381

morfette

Supervised learning of morphology

visually-grounded-speech

Representations of language in a model of visually grounded speech signal.

first-steps-ml

First steps in Machine Learning

editop

Compute edit operations to transform input string to output string, and align them with with source string symbols.

funktional

functional neural network layers on top of theano

imaginet

reimaginet

Visually grounded word and sentence representations

Jupyter Notebook

encoding-of-phonology

Code for the paper Encoding of phonology in a recurrent neural model of grounded speech, Afra Alishahi, Marie Barking and Grzegorz Chrupała, CoNLL 2017

correlating-neural-and-symbolic-representations-of-language

Code for the paper https://arxiv.org/abs/1905.06401

tutorials

Jupyter Notebook

vgs

Representations of language in a model of visually grounded speech signal.

symbolic-bias

Code for the paper: Symbolic inductive bias for visually grounded learning of spoken language

peppa

Code for the paper "Learning English with Peppa Pig" https://doi.org/10.48550/arXiv.2202.12917

rep-form-function

speechvision

ursa

Neural representation analysis with representational similarity

supervision

simplespeech

onion

NN Modules in PyTorch

neuroling-data

Public neuroimaging datasets for language processing/production research

platalea

Understanding visually grounded spoken language via multi-tasking

talkie

Models of visually grounded spoken language

asr

Speech transcription experiments