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Debayan Banerjee

Debayan Banerjee

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    1. 2023

    2. Semantic Parsing for Knowledge Graph Question Answering with Large Language Models

      Banerjee, D., 2023, The Semantic Web: ESWC 2023 Satellite Events, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings . Pesquita, C., Skaf-Molli, H., Efthymiou, V., Kirrane, S., Ngonga, A., Collarana, D., Cerqueira, R., Alam, M., Trojahn, C. & Hertling, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 234-243 10 p. (Lecture Notes in Computer Science; vol. 13998 LNCS).

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

    3. SemREC-SMART 2022: Joint Proceedings of SemREC 2022 and SMART 2022

      Singh, G. (Editor), Mutharaju, R. (Editor), Kapanipathi, P. (Editor), Mihindukulasooriya, N. (Editor), Dubey, M. (Editor), Usbeck, R. (Editor) & Banerjee, D. (Editor), 2023, Aachen: CEUR-WS.org. 77 p. (CEUR Workshop Proceedings; vol. 3337)

      Research output: Books and anthologies › Conference proceedings › Research

    4. 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 GmbH, 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

    5. 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

    6. 2024
    7. 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

    8. 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

    9. 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

    10. 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

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