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jdnlp

A collection of NLP models, modules and dataset readers built with AllenNLP with a focus on rapid experimentation and benchmarking.

Some implementations are partially or primarily conversions of others' work to AllenNLP; they have been credited in-line where applicable.

Models

Model Registerable
Bag-Of-Embeddings pooling/boe
TextCNN cnn/text_cnn
LSTM + Self-Attention lstm/attn_lstm
Biattentive Classification Network attention/bcn
Hierarchical Attention Network attention/han

Projects

Trouble with the Curve

To replicate the experiments from this work, run:

sh scripts/train.sh <Registerable> twtc

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A collection of NLP models, modules and dataset readers built with AllenNLP.

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