The Journal of Machine Learning Research
Studying the history of ideas using topic models
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Natural Language Processing with Python
Natural Language Processing with Python
MedLingMap: a growing resource mapping the Bio-Medical NLP field
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
The DDI corpus: An annotated corpus with pharmacological substances and drug-drug interactions
Journal of Biomedical Informatics
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The goal of this work is to apply NLP techniques to the field of BioNLP in order to gain a better insight into the field and show connections and trends that might not otherwise be apparent. The data we analyzed was the proceedings from last decade of BioNLP workshops. Our findings reveal the prominent research problems and techniques in the field, their progression over time, the approaches that researchers are using to solve those problems, insightful ways to categorize works in the field, and the prominent researchers and groups whose works are influencing the field.