Awesome-Algorithms

Natural Language Processing

Text Classification

• Learning Structured Text Representations Liu, Y., & Lapata, M. (2017). [pdf] [github]
• Bag of Tricks for Efficient Text Classification Joulin, A., Grave, E., Bojanowski, P., & Mikolov, T. (2016). [pdf] [github]

Sequence Labeling

• Neural architectures for named entity recognition Lample, G., Ballesteros, M., Subramanian, S., Kawakami, K., & Dyer, C. (2016). [pdf] [github] [github1]
• End-to-end sequence labeling via bi-directional lstm-cnns-crf Ma, X., & Hovy, E. (2016). [pdf] [github-unofficial1] [github-unofficial2]

Semantic Parser

• SLING: A framework for frame semantic parsing Ringgaard, M., Gupta, R., & Pereira, F. C. (2017). [pdf] [github]