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Debayan Banerjee

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  1. 2025
  2. Published

    Knowledge Graph Question Answering and Large Language Models

    Banerjee, D., Hu, N., Tan, Y., Min, D., Wu, Y., Usbeck, R. & Qi, G., 17.03.2025, Handbook on Neurosymbolic AI and Knowledge Graphs. Hitzler, P., Dalal, A., Mahdavinejad, M. S. & Norouzi, S. S. (eds.). IOS Press BV, p. 466-531 66 p. ( Frontiers in Artificial Intelligence and Applications; vol. 400).

    Research output: Contributions to collected editions/works › Chapter

  3. 2024
  4. Published

    TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering

    Sakhovskiy, A., Salnikov, M., Nikishina, I., Usmanova, A., Kraft, A., Möller, C., Banerjee, D., Huang, J., Jiang, L., Abdullah, R., Yan, X., Ustalov, D., Tutubalina, E., Usbeck, R. & Panchenko, A., 01.08.2024, Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing: Graph-Based Methods for Natural Language Processing, 62nd Annual Meeting of the Association of Computational Linguistics. Ustalov, D., Gao, Y., Pachenko, A., Tutubalina, E., Nikishina, I., Ramesh, A., Sakhovskiy, A., Usbeck, R., Penn, G. & Valentino, M. (eds.). Kerrville: Association for Computational Linguistics (ACL), p. 116-125 10 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  5. DBLP-QuAD: A Question Answering Dataset over the DBLP Scholarly Knowledge Graph

    Banerjee, D., Awale, S., Usbeck, R. & Biemann, C., 17.01.2024, BIR 2023 - Bibliometric-enhanced Information Retrieval: Proceedings of the 13th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 45th European Conference on Information Retrieval (ECIR 2023). Frommholz, I., Mayr, P., Cabanac, G., Verberne, S. & Brennan, J. (eds.). Aachen: Sun Site Central Europe (RWTH Aachen University), 15 p. 5. (CUER Workshop Proceedings; vol. 3617).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  6. In preparation

    Hybrid-SQuAD: Hybrid Scholarly Question Answering Dataset

    Taffa, T. A., Banerjee, D., Assabie, Y. & Usbeck, R., 2024, (In preparation)

    Research output: other publications › Other › Research

  7. In preparation

    Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge

    Usmanova, A., Huang, J., Banerjee, D. & Usbeck, R., 2024, (In preparation) Sustainable AI Conference 2023: Sustainable AI Across Borders: Conference Proceedings. Vol. abs/2408.01453.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research

  8. 2023

  9. The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing

    Banerjee, D., Nair, P., Usbeck, R. & Biemann, C., 01.07.2023, Findings of the Association for Computational Linguistics: ACL 2023 : July 9-14, 2023. Rogers, A., Boyd-Graber, J. L. & Okazaki, N. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), p. 12219-12228 10 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  10. GETT-QA: Graph Embedding Based T2T Transformer for Knowledge Graph Question Answering

    Banerjee, D., Nair, P. A., Usbeck, R. & Biemann, C., 23.05.2023, The Semantic Web - 20th International Conference, ESWC 2023, Proceedings. Pesquita, C., Faria, D., Jimenez-Ruiz, E., McCusker, J., Dragoni, M., Dimou, A., Troncy, R. & Hertling, S. (eds.). Springer Science and Business Media Deutschland, p. 279-297 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13870 LNCS).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  11. Published

    ARDIAS: AI-Enhanced Research Management, Discovery, and Advisory System

    Banerjee, D., Yimam, S. M., Awale, S. & Biemann, C., 2023, Scientific Document Understanding 2023. Veyseh, A. P. B., Dernoncourt, F., Nguyen, T. H. & Lai, V. D. (eds.). Aachen: Sun Site Central Europe (RWTH Aachen University), 6 p. 4. (CEUR Workshop Proceedings; vol. 3656).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  12. DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph

    Banerjee, D., Arefa, Usbeck, R. & Biemann, C., 2023, ISWC-Posters-Demos-Industry 2023: Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice ISWC 2023. Fundulaki, I., Kozaki, K., Garijo, D. & Gomez-Perez, J. M. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 3632. 5 p. (CEUR Workshop Proceedings; vol. 3632).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  13. Published

    Joint Proceedings of Scholarly QALD 2023 and SemREC 2023 co-located with 22nd International Semantic Web Conference ISWC 2023: Athens, Greece, November 6-10, 2023

    Banerjee, D. (Editor), Usbeck, R. (Editor), Mihindukulasooriya, N. (Editor), Jaradeh, M. Y. (Editor), Auer, S. (Editor), Singh, G. (Editor), Mutharaju, R. (Editor) & Kapanipathi, P. (Editor), 2023, Aachen: Rheinisch-Westfälische Technische Hochschule Aachen. (CEUR Workshop Proceedings; vol. 3592)

    Research output: Books and anthologies › Conference proceedings › Research

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