Where to Submit? Helping Researchers to Choose the Right Venue
Konstantin Kobs, Tobias Koopmann, Albin Zehe, David Fernes, Philipp Krop, Andreas Hotho · 2020
Whenever researchers write a paper, the same question occurs: "Where to submit?"In this work, we introduce WTS, an open and interpretable NLP system that recommends conferences and journals to researchers based on the title, abstract, and/or keywords of a given paper.We adapt the TextCNN architecture and automatically analyze its predictions using the Integrated Gradients method to highlight words and phrases that led to the recommendation of a scientific venue.We train and test our method on publications from the fields of artificial intelligence (AI) and medicine, both derived from the Semantic Scholar dataset.WTS achieves an Accuracy@5 of approximately 83 % for AI papers and 95 % in the field of medicine.It is open source 1 and available for testing on https://wheretosubmit.ml.