Lukas Galke
Lukas Galke
PhD Student, Kiel University / ZBW
Verified email at informatik.uni-kiel.de - Homepage
TitleCited byYear
Word embeddings for practical information retrieval
L Galke, A Saleh, A Scherp
INFORMATIK 2017, 2017
122017
Using titles vs. full-text as source for automated semantic document annotation
L Galke, F Mai, A Schelten, D Brunsch, A Scherp
Proceedings of the Knowledge Capture Conference, 20, 2017
102017
Using Deep Learning for Title-Based Semantic Subject Indexing to Reach Competitive Performance to Full-Text
F Mai, L Galke, A Scherp
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries …, 2018
62018
Multi-modal adversarial autoencoders for recommendations of citations and subject labels
L Galke, F Mai, I Vagliano, A Scherp
Proceedings of the 26th Conference on User Modeling, Adaptation and …, 2018
42018
Linked Open Citation Database: enabling libraries to contribute to an open and interconnected citation graph
A Lauscher, K Eckert, L Galke, A Scherp, STR Rizvi, S Ahmed, A Dengel, ...
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries …, 2018
32018
Can Graph Neural Networks Go" Online"? An Analysis of Pretraining and Inference
L Galke, I Vagliano, A Scherp
arXiv preprint arXiv:1905.06018, 2019
22019
Inductive learning of concept representations from library-scale corpora with graph convolution
L Galke, T Melnychuk, E Seidlmayer, S Trog, KU Frstner, C Schultz, ...
INFORMATIK. Gesellschaft für Informatik, Bonn, 2019
12019
Comparing titles vs. full-text for multilabel classification of scientific papers and news articles'
L Galke, F Mai, A Schelten, D Brunsch, A Scherp
arXiv preprint arXiv:1705.05311, 2017
12017
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model
F Mai, L Galke, A Scherp
arXiv preprint arXiv:1902.06423, 2019
2019
Inductive Learning of Concept Representations from Library-Scale Bibliographic Corpora
L Galke, T Melnychuk, E Seidlmayer, S Trog, KU Förstner, C Schultz, ...
INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik–Informatik für …, 2019
2019
What If We Encoded Words as Matrices and Used Matrix Multiplication as Composition Function?
L Galke, F Mai, A Scherp
INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik–Informatik für …, 2019
2019
Performance Comparison of Ad-Hoc Retrieval Models over Full-Text vs. Titles of Documents
A Saleh, T Beck, L Galke, A Scherp
International Conference on Asian Digital Libraries, 290-303, 2018
2018
Using Adversarial Autoencoders for Multi-Modal Automatic Playlist Continuation
I Vagliano, L Galke, F Mai, A Scherp
Proceedings of the ACM Recommender Systems Challenge 2018, 5, 2018
2018
A Case Study of Closed-Domain Response Suggestion with Limited Training Data
L Galke, G Gerstenkorn, A Scherp
International Conference on Database and Expert Systems Applications, 218-229, 2018
2018
Linked Open Citation Database: How much would it cost if Libraries Cataloged and Curated the Citation Graph?
A Lauscher, K Eckert, L Galke, A Scherp, STR Rizvi, S Ahmed, A Dengel, ...
2018
Embedded Retrieval
LPA Galke
2017
TraininG towards a society of data-saVvy inforMation prOfessionals to enable open leadership INnovation
T Blume, F Böschen, L Galke, A Saleh, A Scherp
2017
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