Informatics 25 - Chair of Data Science and Engineering

Filter
Conference contribution

Search results

  • 2025

    Cross-lingual Text Classification Transfer: The Case of Ukrainian

    Dementieva, D., Khylenko, V. & Groh, G., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 1451-1464 14 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2024

    Adapter-Based Approaches to Knowledge-Enhanced Language Models: A Survey

    Fichtl, A., Vladika, J. & Groh, G., 2024, 16th International Conference on Knowledge Engineering and Ontology Development, KEOD 2024 as part of IC3K 2024 - Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Aveiro, D., Poggi, A. & Bernardino, J. (eds.). Science and Technology Publications, Lda, p. 95-107 13 p. (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Closing the Gap between Theory and Practice in Query Optimization

    Neumann, T., 9 Jun 2024, PODS 2024 - Companion of the 43rd Symposium on Principles of Database Systems. Association for Computing Machinery, p. 4 1 p. (Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Crafting Tomorrow’s Headlines: Neural News Generation and Detection in English, Turkish, Hungarian, and Persian

    Üyük, C., Rovó, D., Kolli, S., Varol, R., Groh, G. & Dementieva, D., 2024, NLP4PI 2024 - 3rd Workshop on NLP for Positive Impact, Proceedings of the Workshop. Dementieva, D., Ignat, O., Jin, Z., Jin, Z., Mihalcea, R., Piatti, G., Tetreault, J., Wilson, S. & Zhao, J. (eds.). Association for Computational Linguistics (ACL), p. 271-307 37 p. (NLP4PI 2024 - 3rd Workshop on NLP for Positive Impact, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • From Language to Pixels: Task Recognition and Task Learning in LLMs

    Falkenstein, J., Schuster, C., Berger, A. & Groh, G., 2024, GenBench 2024 - GenBench: 2nd Workshop on Generalisation (Benchmarking) in NLP, Proceedings of the Workshop. Hupkes, D., Dankers, V., Batsuren, K., Kazemnejad, A., Christodoulopoulos, C., Giulianelli, M. & Cotterell, R. (eds.). Association for Computational Linguistics (ACL), p. 27-41 15 p. (GenBench 2024 - GenBench: 2nd Workshop on Generalisation (Benchmarking) in NLP, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Simple, Efficient, and Robust Hash Tables for Join Processing

    Birler, A., Schmidt, T., Fent, P. & Neumann, T., 10 Jun 2024, 20th International Workshop on Data Management on New Hardware, DaMoN 2024. Association for Computing Machinery, Inc, 4. (20th International Workshop on Data Management on New Hardware, DaMoN 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Simpler becomes Harder: Do LLMs Exhibit a Coherent Behavior on Simplified Corpora?

    Anschütz, M., Mosca, E. & Groh, G., 2024, DeTermIt! Evaluating Text Difficulty in a Multilingual Context, DeTermIt! 2024 at LREC-COLING 2024 - Workshop Proceedings. Di Nunzio, G. M., Vezzani, F., Ermakova, L., Azarbonyad, H. & Kamps, J. (eds.). European Language Resources Association (ELRA), p. 185-195 11 p. (DeTermIt! Evaluating Text Difficulty in a Multilingual Context, DeTermIt! 2024 at LREC-COLING 2024 - Workshop Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning

    Rydelek, A., Dementieva, D. & Groh, G., 2023, 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop. Ojha, A. K., Dogruoz, A. S., Da San Martino, G., Madabushi, H. T., Kumar, R. & Sartori, E. (eds.). Association for Computational Linguistics, p. 1371-1381 11 p. (17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Adam-Smith at SemEval-2023 Task 4: Discovering Human Values in Arguments with Ensembles of Transformer-based Models

    Schroter, D., Dementieva, D. & Groh, G., 2023, 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop. Ojha, A. K., Dogruoz, A. S., Da San Martino, G., Madabushi, H. T., Kumar, R. & Sartori, E. (eds.). Association for Computational Linguistics, p. 532-541 10 p. (17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Adaptive Compression For Databases

    Windheuser, L., Anneser, C., Zhang, H., Neumann, T. & Kemper, A., 22 Nov 2023, Advances in Database Technology - EDBT. 2 ed. OpenProceedings.org, p. 143-149 7 p. (Advances in Database Technology - EDBT; vol. 27, no. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Blue Elephants Inspecting Pandas Inspection and Execution of Machine Learning Pipelines in SQL

    Schüle, M. E., Scalerandi, L., Kemper, A. & Neumann, T., 2023, Proceedings of the 26th International Conference on Extending Database Technology, EDBT 2023. OpenProceedings.org, p. 40-52 13 p. (Advances in Database Technology - EDBT; vol. 26).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Communication-Optimal Parallel Reservoir Sampling

    Winter, C., Sichert, M., Birler, A., Neumann, T. & Kemper, A., 2023, Datenbanksysteme fur Business, Technologie und Web, BTW 2023. Konig-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G. (eds.). Gesellschaft fur Informatik (GI), p. 567-578 12 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-331).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Distinguishing Fact from Fiction: A Benchmark Dataset for Identifying Machine-Generated Scientific Papers in the LLM Era

    Mosca, E., Abdalla, M. H. I., Basso, P., Musumeci, M. & Groh, G., 2023, 3rd Workshop on Trustworthy Natural Language Processing, TrustNLP 2023 - Proceedings of the Workshop. Ovalle, A., Chang, K.-W., Chang, K.-W., Mehrabi, N., Pruksachatkun, Y., Galystan, A., Galystan, A., Dhamala, J., Verma, A., Cao, T., Kumar, A. & Gupta, R. (eds.). Association for Computational Linguistics (ACL), p. 190-207 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training

    Anschütz, M., Oehms, J., Wimmer, T., Jezierski, B. & Groh, G., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 1147-1158 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • NN2SQL: Let SQL Think for Neural Networks

    Schüle, M. E., Kemper, A. & Neumann, T., 2023, Datenbanksysteme fur Business, Technologie und Web, BTW 2023. Konig-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G. (eds.). Gesellschaft fur Informatik (GI), p. 183-194 12 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-331).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Retrieving Users' Opinions on Social Media with Multimodal Aspect-Based Sentiment Analysis

    Anschutz, M., Eder, T. & Groh, G., 2023, Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Seamless Integration of Parquet Files into Data Processing

    Rey, A., Freitag, M. & Neumann, T., 2023, Datenbanksysteme fur Business, Technologie und Web, BTW 2023. Konig-Ries, B., Scherzinger, S., Lehner, W. & Vossen, G. (eds.). Gesellschaft fur Informatik (GI), p. 235-258 24 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-331).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • SPA: Economical and Workload-Driven Indexing for Data Analytics in the Cloud

    Boncz, P., Chronis, Y., Finis, J., Halfpap, S., Leis, V., Neumann, T., Nica, A., Sauer, C., Stolze, K. & Zukowski, M., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, p. 3740-3746 7 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2022

    Adaptive Hybrid Indexes

    Anneser, C., Kipf, A., Zhang, H., Neumann, T. & Kemper, A., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 1626-1639 14 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • ArrayQL Integration into Code-Generating Database Systems

    Schüle, M. E., Götz, T., Kemper, A. & Neumann, T., 2022, Proceedings - 25th International Conference on Extending Database Technology, EDBT 2022. OpenProceedings.org, p. 40-51 12 p. (Advances in Database Technology - EDBT; vol. 25).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations

    Huber, L., Kühn, M. A., Mosca, E. & Groh, G., 2022, ACL 2022 - 7th Workshop on Representation Learning for NLP, RepL4NLP 2022 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 156-166 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Efficient Evaluation of Arbitrarily-Framed Holistic SQL Aggregates and Window Functions

    Vogelsgesang, A., Neumann, T., Leis, V. & Kemper, A., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 1243-1256 14 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Explaining Neural NLP Models for the Joint Analysis of Open- and Closed-Ended Survey Answers

    Mosca, E., Hermann, K., Eder, T. & Groh, G., 2022, TrustNLP 2022 - 2nd Workshop on Trustworthy Natural Language Processing, Proceedings of the Workshop. Verma, A., Pruksachatkun, Y., Chang, K.-W., Galstyan, A., Dhamala, J. & Cao, Y. T. (eds.). Association for Computational Linguistics (ACL), p. 49-63 15 p. (TrustNLP 2022 - 2nd Workshop on Trustworthy Natural Language Processing, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • GrammarSHAP: An Efficient Model-Agnostic and Structure-Aware NLP Explainer

    Mosca, E., Demitürk, D., Mülln, L., Raffagnato, F. & Groh, G., 2022, LNLS 2022 - 1st Workshop on Learning with Natural Language Supervision, Proceedings of the Workshop. Andreas, J., Narasimhan, K. & Nematzadeh, A. (eds.). Association for Computational Linguistics (ACL), p. 10-16 7 p. (LNLS 2022 - 1st Workshop on Learning with Natural Language Supervision, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • LLVM Code Optimisation for Automatic Differentiation: When Forward and Reverse Mode Lead in the Same Direction

    Schüle, M. E., Springer, M., Kemper, A. & Neumann, T., 12 Jun 2022, Proceedings of the 6th Workshop on Data Management for End-To-End Machine Learning, DEEM 2022 - In conjunction with the 2022 ACM SIGMOD/PODS Conference. Association for Computing Machinery, Inc, 5. (Proceedings of the 6th Workshop on Data Management for End-To-End Machine Learning, DEEM 2022 - In conjunction with the 2022 ACM SIGMOD/PODS Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Recursive SQL for Data Mining

    Schüle, M. E., Kemper, A. & Neumann, T., 6 Jul 2022, Scientific and Statistical Database Management - 34th International Conference, SSDBM 2022 - Proceedings. Pourabbas, E., Zhou, Y., Li, Y. & Yang, B. (eds.). Association for Computing Machinery, 21. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • "That Is a Suspicious Reaction!": Interpreting Logits Variation to Detect NLP Adversarial Attacks

    Mosca, E., Rando-Ramirez, J., Agarwal, S. & Groh, G., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 7806-7816 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    18 Scopus citations

  • User Satisfaction Modeling with Domain Adaptation in Task-oriented Dialogue Systems

    Pan, Y., Ma, M., Pflugfelder, B. & Groh, G., 2022, SIGDIAL 2022 - 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 630-636 7 p. (SIGDIAL 2022 - 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2021

    A Case Study and Qualitative Analysis of Simple Cross-lingual Opinion Mining

    Hagerer, G., Leung, W. S., Liu, Q., Danner, H. & Groh, G., 2021, 13th International Conference on Knowledge Discovery and Information Retrieval, KDIR 2021 as part of IC3K 2021 - Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Cucchiara, R., Fred, A. & Filipe, J. (eds.). Science and Technology Publications, Lda, p. 17-26 10 p. (International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • An Analysis of Programming Course Evaluations Before and After the Introduction of an Autograder

    Hagerer, G., Lahesoo, L., Anschutz, M., Krusche, S. & Groh, G., 2021, 2021 19th International Conference on Information Technology Based Higher Education and Training, ITHET 2021. Institute of Electrical and Electronics Engineers Inc., (2021 19th International Conference on Information Technology Based Higher Education and Training, ITHET 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • Are Your Friends Also Haters? Identification of Hater Networks on Social Media: Data Paper

    Wich, M., Breitinger, M., Strathern, W., Naimarevic, M., Groh, G. & Pfeffer, J., 19 Apr 2021, The Web Conference 2021 - Companion of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, Inc, p. 481-485 5 p. (The Web Conference 2021 - Companion of the World Wide Web Conference, WWW 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • ArrayQL for Linear Algebra within Umbra

    Schule, M., Gotz, T., Kemper, A. & Neumann, T., 6 Jul 2021, 33rd International Conference on Scientific and Statistical Database Management, SSDBM 2021, Proceedings. Zhu, Q., Zhu, X., Tu, Y., Xu, Z. & Kumar, A. (eds.). Association for Computing Machinery, p. 193-196 4 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • A tailored regression for learned indexes: Logarithmic error regression

    Eppert, M., Fent, P. & Neumann, T., 20 Jun 2021, Proceedings of the 4th International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM 2021. Association for Computing Machinery, Inc, p. 9-15 7 p. (Proceedings of the 4th International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, aiDM 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • B2-Tree: Cache-Friendly String Indexing within B-Trees.

    Schmeißer, J., Schüle, M. E., Leis, V., Neumann, T. & Kemper, A., 2021, Datenbanksysteme fur Business, Technologie und Web, BTW 2021. Sattler, K.-U., Herschel, M. & Lehner, W. (eds.). Gesellschaft fur Informatik (GI), p. 39-58 20 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-311).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • DYME: A Dynamic Metric for Dialog Modeling Learned from Human Conversations

    von Unold, F., Wintergerst, M., Belzner, L. & Groh, G., 2021, Neural Information Processing - 28th International Conference, ICONIP 2021, Proceedings. Mantoro, T., Lee, M., Ayu, M. A., Wong, K. W. & Hidayanto, A. N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 257-264 8 p. (Communications in Computer and Information Science; vol. 1516 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • End-to-End Annotator Bias Approximation on Crowdsourced Single-Label Sentiment Analysis

    Hagerer, G., Szabo, D., Koch, A., Ripoll Dominguez, M. L., Widmer, C., Wich, M., Danner, H. & Groh, G., 2021, ICNLSP 2021 - Proceedings of the 4th International Conference on Natural Language and Speech Processing. Abbas, M. & Freihat, A. A. (eds.). Association for Computational Linguistics (ACL), p. 1-10 10 p. (ICNLSP 2021 - Proceedings of the 4th International Conference on Natural Language and Speech Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Explainable Abusive Language Classification Leveraging User and Network Data

    Wich, M., Mosca, E., Gorniak, A., Hingerl, J. & Groh, G., 2021, Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track - European Conference, ECML PKDD 2021, Proceedings. Dong, Y., Kourtellis, N., Hammer, B. & Lozano, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 481-496 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12979 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Exploiting food embeddings for ingredient substitution

    Pellegrini, C., Özsoy, E., Wintergerst, M. & Groh, G., 2021, HEALTHINF 2021 - 14th International Conference on Health Informatics; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021. Pesquita, C., Fred, A. & Gamboa, H. (eds.). SciTePress, p. 67-77 11 p. (HEALTHINF 2021 - 14th International Conference on Health Informatics; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations

  • GeoBlocks: A query-cache accelerated data structure for spatial aggregation over polygons

    Winter, C., Kipf, A., Anneser, C., Zacharatou, E. T., Neumann, T. & Kemper, A., 2021, Advances in Database Technology - EDBT 2021: 24th International Conference on Extending Database Technology, Proceedings. Velegrakis, Y., Velegrakis, Y., Zeinalipour, D., Chrysanthis, P. K., Chrysanthis, P. K. & Guerra, F. (eds.). OpenProceedings.org, p. 169-180 12 p. (Advances in Database Technology - EDBT; vol. 2021-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • German abusive language dataset with focus on COVID-19

    Wich, M., Räther, S. & Groh, G., 2021, KONVENS 2021 - Proceedings of the 17th Conference on Natural Language Processing. KONVENS, p. 247-252 6 p. (KONVENS 2021 - Proceedings of the 17th Conference on Natural Language Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • GraphTMT: Unsupervised Graph-based Topic Modeling from Video Transcripts

    Thies, J., Stappen, L., Hagerer, G., Schuller, B. W. & Groh, G., 2021, Proceedings - 2021 IEEE 7th International Conference on Multimedia Big Data, BigMM 2021. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (Proceedings - 2021 IEEE 7th International Conference on Multimedia Big Data, BigMM 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • In-Database Machine Learning with SQL on GPUs

    Schule, M., Lang, H., Springer, M., Kemper, A., Neumann, T. & Gunnemann, S., 6 Jul 2021, 33rd International Conference on Scientific and Statistical Database Management, SSDBM 2021, Proceedings. Zhu, Q., Zhu, X., Tu, Y., Xu, Z. & Kumar, A. (eds.). Association for Computing Machinery, p. 25-36 12 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    19 Scopus citations

  • Inspiring healthy food choices in a virtual reality supermarket by adding a tangible dimension in the form of an augmented virtuality smartphone

    Eichhorn, C., Lurz, M., Plecher, D. A., Weber, S., Wintergerst, M., Kaiser, B., Holzmann, S. L., Holzapfel, C., Hauner, H., Gedrich, K., Groh, G., Bohm, M., Krcmar, H. & Klinker, G., Mar 2021, Proceedings - 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2021. Institute of Electrical and Electronics Engineers Inc., p. 548-549 2 p. 9419274. (Proceedings - 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, VRW 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Investigating Annotator Bias in Abusive Language Datasets

    Wich, M., Widmer, C., Hagerer, G. & Groh, G., 2021, International Conference Recent Advances in Natural Language Processing, RANLP 2021: Deep Learning for Natural Language Processing Methods and Applications - Proceedings. Angelova, G., Kunilovskaya, M., Mitkov, R. & Nikolova-Koleva, I. (eds.). Incoma Ltd, p. 1515-1525 11 p. (International Conference Recent Advances in Natural Language Processing, RANLP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Scopus citations

  • Profiling dataflow systems on multiple abstraction levels

    Beischl, A., Kersten, T., Bandle, M., Giceva, J. & Neumann, T., 21 Apr 2021, EuroSys 2021 - Proceedings of the 16th European Conference on Computer Systems. Association for Computing Machinery, Inc, p. 474-489 16 p. 3456254. (EuroSys 2021 - Proceedings of the 16th European Conference on Computer Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • SocialVisTUM: An Interactive Visualization Toolkit for Correlated Neural Topic Models on Social Media Opinion Mining

    Hagerer, G., Kirchhoff, M., Danner, H., Pesch, R., Ghosh, M., Roy, A., Zhao, J. & Groh, G., 2021, International Conference Recent Advances in Natural Language Processing, RANLP 2021: Deep Learning for Natural Language Processing Methods and Applications - Proceedings. Angelova, G., Kunilovskaya, M., Mitkov, R. & Nikolova-Koleva, I. (eds.). Incoma Ltd, p. 475-482 8 p. (International Conference Recent Advances in Natural Language Processing, RANLP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Umbra as a Time Machine: Adding a Versioning Type to SQL

    Karnowski, L., Schüle, M. E., Kemper, A. & Neumann, T., 2021, Datenbanksysteme fur Business, Technologie und Web, BTW 2021. Sattler, K.-U., Herschel, M. & Lehner, W. (eds.). Gesellschaft fur Informatik (GI), p. 123-132 10 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-311).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Understanding and Interpreting the Impact of User Context in Hate Speech Detection

    Mosca, E., Wich, M. & Groh, G., 2021, SocialNLP 2021 - 9th International Workshop on Natural Language Processing for Social Media, Proceedings of the Workshop. Ku, L.-W. & Li, C.-T. (eds.). Association for Computational Linguistics (ACL), p. 91-102 12 p. (SocialNLP 2021 - 9th International Workshop on Natural Language Processing for Social Media, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    31 Scopus citations
  • 2020

    Adaptive main-memory indexing for high-performance point-polygon joins

    Kipf, A., Lang, H., Pandey, V., Persa, R. A., Anneser, C., Zacharatou, E. T., Doraiswamy, H., Boncz, P., Neumann, T. & Kemper, A., 2020, Advances in Database Technology - EDBT 2020: 23rd International Conference on Extending Database Technology, Proceedings. Bonifati, A., Zhou, Y., Vaz Salles, M. A., Bohm, A., Olteanu, D., Fletcher, G., Khan, A. & Yang, B. (eds.). OpenProceedings.org, p. 347-358 12 p. (Advances in Database Technology - EDBT; vol. 2020-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Ai for health – knowledge-based generation of tailor-made exercise plans

    Grigoleit, F., Struss, P. & Kreuzpointner, F., 2020, Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - 33rd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2020, Proceedings. Fujita, H., Sasaki, J., Fournier-Viger, P. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 489-501 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12144 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review