« Software repository mining is the foundation for many empirical software engineering studies. The collection and analysis of detailed data can be challenging, especially if data shall be shared to enable replicable research and open science practices. SmartSHARK is an ecosystem that supports replicable and reproducible research based on software repository…
« (…) To automate the evolution of ontologies, we developed ConTrOn- Continuously Trained Ontology – that automatically extracts information from data sheets to augment an ontology created by domainexperts. The evaluation results of ConTrOn show that the enriched ontology can help improve the information extraction from technical documents. Nonetheless, the extracted…
« Dans le cadre du projet Visa TM du Comité pour la Science Ouverte, un « Visa TM Day » sera organisé vendredi 15 novembre 2019 au ministère de l’Enseignement supérieur, de la Recherche et de l’Innovation à Paris. (…) »
« SEMANTiCS conference is the leading European conference on Semantic Technologies and AI. Researchers, industry experts and business leaders can develop a thorough understanding of trends and application scenarios in the fields of Machine Learning, Data Science, Linked Data and Natural Language Processing. »
« (…) L’objectif de cet atelier sera d’offrir une première initiation à des outils informatiques de création, de formalisation et d’analyse des corpus textuels médiévaux. Il s’agira ici d’apprendre le maniement d’un certain nombre d’outils et de méthodes d’analyse que chacun pourra ensuite appliquer à son propre corpus.
Concrètement, l’atelier se…
« This work is devoted to the study of applicability of modern methods of machine learning to the task of automatic classification of scientific articles and abstracts. For this purpose, the study of such models of machine learning as artificial neural networks, random forest, logistic regression, and support vector machine was…
« (…) In this paper, we present a visual analytics system that augments the manual annotation process by automatically suggesting which text fragments to annotate next. The accuracy of those suggestions is improved over time by incorporating linguistic knowledge and language modeling to learn a measure of argument similarity from user…
« The annual ACM SIGKDD Conference is the premier international forum for data mining researchers and practitioners from academia, industry, and government to share ideas, research results and experiences. »
« A team of researchers from NaCTeM group were recently announced as the winners of an NLP challenge. Dr. Chrysoula Zerva, Dr. Minh-Quoc Nghiem, Dr. Nhung Nguyen, and Prof. Sophia Ananiadou, achieved first place in the 5th CL-SciSumm Shared Task 2019 challenge. (…) »
« Connecting collections across institutions and discovering hidden knowledge has always been our goal. Due to disparate data sources, differing levels of quality and granularity in the data sets and varying terminologies used for concepts and entities, this has proved to be a challenge. Barring standardisation across knowledge repositories, which is…
