NER

UNDER DEVELOPMENT

ATIS Dataset
- LUIS
- Neural Nets (test performance: 96% accuracy)
- CRF (test performance: 96% accuracy)
- SVM (test performance: 62% accuracy)
- MaxEnt (test performance: 90% accuracy)
CoNLL
- Neural Nets (test performance: 92%+, haven't trained long enough)
- CRF (test performance: 96% accuracy)

Name		Name	Last commit message	Last commit date
Latest commit History 50 Commits
FUNCTION_TEST		FUNCTION_TEST
README.md		README.md
atis.ipynb		atis.ipynb
atis_MaxEnt.ipynb		atis_MaxEnt.ipynb
atis_SVM.ipynb		atis_SVM.ipynb
atis_crf.ipynb		atis_crf.ipynb
atis_crf_with_maxent_correction.ipynb		atis_crf_with_maxent_correction.ipynb
atis_feature_importance_measure.ipynb		atis_feature_importance_measure.ipynb
atis_feature_importance_measure2.ipynb		atis_feature_importance_measure2.ipynb
atis_model_ensemble.ipynb		atis_model_ensemble.ipynb
babel.ipynb		babel.ipynb
conll_crf.ipynb		conll_crf.ipynb
conll_rnn.ipynb		conll_rnn.ipynb
rnn_gensim_embedding.ipynb		rnn_gensim_embedding.ipynb
rnn_keras_embedding.ipynb		rnn_keras_embedding.ipynb
rnn_spacy_embedding.ipynb		rnn_spacy_embedding.ipynb

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