Meta-learning for Discourse Classification

Useful links

Meta-Learning for Fast Adaptation of Deep Networks [paper, github]
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples [paper, github]
Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks [paper]
Zero-Shot Cross-Lingual Transfer with Meta Learning [paper]

Installation:

conda install -c conda-forge transformers

or by following the manual installation instructions

Get spacy English language pack:

python -m spacy download en_core_web_sm

Name		Name	Last commit message	Last commit date
Latest commit History 243 Commits
logs		logs
minutes		minutes
models		models
.gitignore		.gitignore
AbsoluteBaselines.ipynb		AbsoluteBaselines.ipynb
README.md		README.md
cnn_model.py		cnn_model.py
common.py		common.py
dataset-paths.json		dataset-paths.json
datasets.py		datasets.py
doc_emb_models.py		doc_emb_models.py
env.yml		env.yml
extractAcc.sh		extractAcc.sh
maml.job		maml.job
metatrain.py		metatrain.py
multitask.job		multitask.job
multitask.train.sh		multitask.train.sh
multitask_train.py		multitask_train.py
plot.py		plot.py
preprocess.py		preprocess.py
singletask_epmakertest.py		singletask_epmakertest.py
train.py		train.py
utils.py		utils.py