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- short-paperJune 2022
Vision and natural language for metadata extraction from scientific PDF documents: a multimodal approach
JCDL '22: Proceedings of the 22nd ACM/IEEE Joint Conference on Digital LibrariesArticle No.: 6, Pages 1–5https://doi.org/10.1145/3529372.3533295The challenge of automatically extracting metadata from scientific PDF documents varies depending on the diversity of layouts within the PDF collection. In some disciplines such as German social sciences, the authors are not required to generate their ...
- research-articleJune 2022
Between acceptance and rejection: challenges for an automatic peer review process
JCDL '22: Proceedings of the 22nd ACM/IEEE Joint Conference on Digital LibrariesArticle No.: 32, Pages 1–12https://doi.org/10.1145/3529372.3530935The peer review process is the main academic resource to ensure that science advances and is disseminated. To contribute to this important process, classification models capable of predicting the score of a review text (RSP) and the final decision of a ...
- research-articleJune 2022Best Student Paper
Cross-domain multi-task learning for sequential sentence classification in research papers
JCDL '22: Proceedings of the 22nd ACM/IEEE Joint Conference on Digital LibrariesArticle No.: 34, Pages 1–13https://doi.org/10.1145/3529372.3530922Sequential sentence classification deals with the categorisation of sentences based on their content and context. Applied to scientific texts, it enables the automatic structuring of research papers and the improvement of academic search engines. ...
