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Publications

Publication

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Chapter in an edited book

Otto, Wolfgang, Matthäus Zloch, Lu Gan, Dr. Saurav Karmakar, and Stefan Dietze. 2023. "GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets." In Findings of the Association for Computational Linguistics: EMNLP 2023, edited by Houda Bouamor, Juan Pino, and Kalika Bali, 8166-8176. Singapore: Association for Computational Linguistics. https://aclanthology.org/2023.findings-emnlp.548.

Gan, Lu, Diana Nurbakova, Léa Laporte, and Sylvie Calabretto. 2021. "EMDKG: Improving Accuracy-Diversity Trade-Off in Recommendation with EM-based Model and Knowledge Graph Embedding." In WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 17–24. New York: Association for Computing Machinery. doi: https://doi.org/10.1145/3486622.3493925.

Gan, Lu, Diana Nurbakova, Léa Laporte, and Sylvie Calabretto. 2021. "Recommandation diversifiée via des processus ponctuels déterminantaux sur des graphes de connaissances." In Extraction et Gestion des Connaissances, EGC 2021, 365-372.

Gan, Lu, Diana Nurbakova, Léa Laporte, and Sylvie Calabretto. 2020. "Enhancing Recommendation Diversity using Determinantal Point Processes on Knowledge Graphs." In SIGIR '20: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001–2004. New York: Association for Computing Machinery. doi: https://doi.org/10.1145/3397271.3401213.

Lecture

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Presentation not at a conference

Gan, Lu. 2021. "EMDKG: Improving Accuracy-Diversity Trade-Off in Recommendation with EM-based Model and Knowledge Graph Embedding." 11th IRIXYS Young Scientists’ Winter Workshop (26th MDPS edition), Lyon, France.

Gan, Lu. 2019. "Diversity-Aware Recommender Systems on Knowledge Graphs." 8th IRIXYS Workshop (23rd MDPS edition): Passau, Germany, 2019-12-05.

Gan, Lu. 2019. "Towards a Fair, Diverse and Interpretable Recommendation." 7th IRIXYS Workshop (22nd edition) and summer school on Transfer Learning in Artificial Intelligence: Lyon , France, 2022-06-17.