Research output per year
Research output per year
- 29 results
Search results
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2023
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering
Arakelyan, E., Minervini, P., Daza, D., Cochez, M. & Augenstein, I., Jul 1 2023, ArXiv. New Orleans: ArXiv.orgResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Machine With Human-Like Memory Systems
Kim, T., Cochez, M., Francois-Lavet, V., Neerincx, M. & Vossen, P., 2023, arXiv preprint arXiv:2204.01611.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Descriptive Comparison of Visual Ontology Change Summarisation Methods
Chung, K., Pernisch, R. & Schlobach, S., 2023, The Semantic Web: ESWC 2023 Satellite Events. Pesquita, C., Skaf-Molli, H., Efthymiou, V., Kirrane, S., Ngonga, A., Collarana, D., Cerqueira, R., Alam, M., Trojahn, C. & Hertling, S. (eds.). Cham: Springer Nature, Vol. 13998. p. 54-58 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Parameter-Efficient Sparse Retrievers and Rerankers Using Adapters
Pal, V., Lassance, C., Déjean, H. & Clinchant, S., 2023, Advances in Information Retrieval. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Kruschwitz, U. & Caputo, A. (eds.). Cham: Springer Nature, p. 16-31 16 p. (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Qualifier Recommendation for Wikidata
Ducu, A. M. & Cochez, M., Nov 1 2023, The 4th Wikidata Workshop @2023. Athens, GreeceResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings
Xiong, B., Nayyeri, M., Daza, D. & Cochez, M., 2023, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023. Frommholz, I., Hopfgartner, F., Lee, M., Oakes, M., Lalmas, M., Zhang, M. & Santos, R. L. T. (eds.). Association for Computing Machinery (ACM), p. 5228-5231 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2022
Exposure-Aware Recommendation using Contextual Bandits
Mansoury, M., Mobasher, B. & van Hoof, H., Sep 1 2022, 5th FAccTRec Workshop: Responsible Recommendation. Association for Computing Machinery (ACM)Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Hyperbolic Embedding Inference for Structured Multi-Label Prediction
Xiong, B., Cochez, M., Nayyeri, M. & Staab, S., Nov 1 2022, NeurIPS2022.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Intersection of Parallels as an Early Stopping Criterion
Vardasbi, A., de Rijke, M. & Dehghani, M., Oct 1 2022, Proceedings of the 31st ACM International Conference on Information Knowledge Management. New York, NY, USA: Association for Computing Machinery, p. 1965-1974 10 p. (CIKM '22).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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MORS 2022: The Second Workshop on Multi-Objective Recommender Systems
Abdollahpouri, H., Sahebi, S., Elahi, M., Mansoury, M., Loni, B., Nazari, Z. & Dimakopoulou, M., Sep 1 2022, Sixteenth ACM Conference on Recommender Systems. Seattle WA USA: Association for Computing Machinery (ACM), p. 658-660 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Potential Energy to Improve Link Prediction With Relational Graph Neural Networks
Colombo, S., Alivanistos, D. & Cochez, M., Mar 1 2022, Proceedings of the AAAI 2022 Spring Symposium on Machine Learning and Knowledge Engineering for Hybrid Intelligence (AAAI-MAKE 2022), Stanford University, Palo Alto, California, USA, March 21-23, 2022. Martin, A., Hinkelmann, K., Fill, H.-G., Gerber, A., Lenat, D., Stolle, R. & Harmelen, F. V. (eds.). CEUR-WS.org, Vol. 3121. (CEUR Workshop Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in Ranking
Vardasbi, A., Sarvi, F. & de Rijke, M., Jul 1 2022, Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, USA: Association for Computing Machinery, p. 715-725 11 p. (SIGIR '22).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Prompting as Probing: Using Language Models for Knowledge Base Construction
Alivanistos, D., Santamaría, S. B., Cochez, M., Kalo, J.-C., van Krieken, E. & Thanapalasingam, T., Oct 1 2022, Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022). CEUR-WS.org, Vol. 3274. p. 11-34 24 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Query Embedding on Hyper-Relational Knowledge Graphs
Alivanistos, D., Berrendorf, M., Cochez, M. & Galkin, M., Apr 1 2022, The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.netResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Question Answering with Additive Restrictive Training (QuAART): Question Answering for the Rapid Development of New Knowledge Extraction Pipelines
Harper, C. A., Jr, R. D. & Groth, P., Sep 1 2022, Knowledge Engineering and Knowledge Management - 23rd International Conference, EKAW 2022, Bolzano, Italy, September 26-29, 2022, Proceedings. Corcho, Ó., Hollink, L., Kutz, O., Troquard, N. & Ekaputra, F. J. (eds.). Springer Verlag, Vol. 13514. p. 51-65 15 p. (Lecture Notes in Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Scaling R-GCN Training with Graph Summarization
Generale, A., Blume, T. & Cochez, M., Apr 1 2022, WWW '22: Companion Proceedings of the Web Conference 2022. Virtual Event, Lyon, France: Association for Computing Machinery, p. 1073-1082 10 p. (WWW '22).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning
Daza, D., Cochez, M. & Groth, P., May 1 2022, Proceedings of the Sixth Workshop on Structured Prediction for NLP. Dublin, Ireland: Association for Computational Linguistics (ACL), p. 32-39 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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The Seventh Workshop on Search-Oriented Conversational Artificial Intelligence (SCAI'22)
Penha, G., Vakulenko, S., Dusek, O., Clark, L., Pal, V. & Adlakha, V., Jul 1 2022, Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. New York, NY, USA: Association for Computing Machinery, p. 3466-3469 4 p. (SIGIR '22).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Towards Extreme and Sustainable Graph Processing for Urgent Societal Challenges in Europe
Prodan, R., Kimovski, D., Bartolini, A., Cochez, M., Iosup, A., Kharlamov, E., Rožanec, J., Vasiliu, L. & Vărbănescu, A. L., Oct 1 2022, 2022 IEEE Cloud Summit. IEEE Computer Society, p. 23-30 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2021
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification
van Bakel, R., Aleksiev, T., Daza, D., Alivanistos, D. & Cochez, M., Sep 1 2021, Graph Structures for Knowledge Representation and Reasoning. Cochez, M., Croitoru, M., Marquis, P. & Rudolph, S. (eds.). Cham: Springer International Publishing, p. 107-124 18 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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MORS 2021: 1st Workshop on Multi-Objective Recommender Systems
Abdollahpouri, H., Elahi, M., Mansoury, M., Sahebi, S., Nazari, Z., Chaney, A. & Loni, B., Sep 1 2021, Fifteenth ACM Conference on Recommender Systems. Amsterdam Netherlands: Association for Computing Machinery (ACM), p. 787-788 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Multi-Domain and Explainable Prediction of Changes in Web Vocabularies
Meroño-Peñuela, A., Pernisch, R., Guéret, C. & Schlobach, S., Dec 1 2021, Proceedings of the 11th on Knowledge Capture Conference. New York, NY, USA: Association for Computing Machinery, p. 193-200 8 p. (K-CAP '21).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Toward Measuring the Resemblance of Embedding Models for Evolving Ontologies
Pernisch, R., Dell'Aglio, D. & Bernstein, A., Dec 1 2021, Proceedings of the 11th on Knowledge Capture Conference. Virtual Event USA: Association for Computing Machinery (ACM), p. 177-184 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Towards Easy Vocabulary Drafts with Neologism 2.0
Lipp, J., Gleim, L., Cochez, M., Dimitriadis, I., Ali, H., Alvarez, D. H., Lange, C. & Decker, S., Jun 1 2021, The Semantic Web: ESWC 2021 Satellite Events. Verborgh, R., Dimou, A., Hogan, A., d'Amato, C., Tiddi, I., Bröring, A., Mayer, S., Ongenae, F., Tommasini, R. & Alam, M. (eds.). Cham: Springer International Publishing, p. 21-26 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Unsupervised Feature Selection for Efficient Exploration of High Dimensional Data
Chakrabarti, A., Das, A., Cochez, M. & Quix, C., Aug 1 2021, Advances in Databases and Information Systems. Bellatreche, L., Dumas, M., Karras, P. & Matulevičius, R. (eds.). Cham: Springer International Publishing, p. 183-197 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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2020
Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutifonal-LSTM Network
Karim, M. R., Raja Chakravarthi, B., McCrae, J. P. & Cochez, M., 2020, 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA). p. 390-399 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images
Karim, M. R., Döhmen, T., Cochez, M., Beyan, O., Rebholz-Schuhmann, D. & Decker, S., 2020, 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). p. 1034-1037 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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GEval: A Modular and Extensible Evaluation Framework for Graph Embedding Techniques
Pellegrino, M. A., Altabba, A., Garofalo, M., Ristoski, P. & Cochez, M., 2020, The Semantic Web. Harth, A., Kirrane, S., Ngonga Ngomo, A.-C., Paulheim, H., Rula, A., Gentile, A. L., Haase, P. & Cochez, M. (eds.). Cham: Springer International Publishing, p. 565-582 18 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Message Passing Query Embedding
Daza, D. & Cochez, M., 2020, ICML.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review