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Debayan Banerjee

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  1. 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

  2. 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

  3. E-pub ahead of print

    ShortPathQA: A Dataset for Controllable Fusion of Large Language Models with Knowledge Graphs

    Salnikov, M., Sakhovskiy, A., Nikishina, I., Usmanova, A., Kraft, A., Möller, C., Banerjee, D., Huang, J., Jiang, L., Abdullah, R., Yan, X., Tutubalina, E., Usbeck, R. & Panchenko, A., 2026, Natural Language Processing and Information Systems: 30th International Conference on Applications of Natural Language to Information Systems, NLDB 2025, Proceedings. Ichise, R. (ed.). Springer Science and Business Media Deutschland, p. 95-110 16 p. (Lecture Notes in Computer Science; vol. 15836 LNCS).

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

  4. 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

  5. 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, 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

  6. 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

  7. PNEL: Pointer Network Based End-To-End Entity Linking over Knowledge Graphs

    Banerjee, D., Chaudhuri, D., Dubey, M. & Lehmann, J., 2020, The Semantic Web – ISWC 2020 - 19th International Semantic Web Conference, 2020, Proceedings. Pan, J. Z., Tamma, V., d’Amato, C., Janowicz, K., Fu, B., Polleres, A., Seneviratne, O. & Kagal, L. (eds.). Cham: Springer Science and Business Media Deutschland, Vol. 1. p. 21-38 18 p. (Lecture Notes in Computer Science ; vol. 12506 LNCS).

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

  8. Modern Baselines for SPARQL Semantic Parsing

    Banerjee, D., Nair, P. A., Kaur, J. N., Usbeck, R. & Biemann, C., 07.07.2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Amigo, E., Castells, P. & Gonzalo, J. (eds.). Association for Computing Machinery, Inc, p. 2260-2265 6 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  9. Let’s Team Up with AI! Toward a Hybrid Intelligence System for Online Customer Service

    Poser, M., Wiethof, C., Banerjee, D., Shankar Subramanian, V., Paucar, R. & Bittner, E. A. C., 25.05.2022, The Transdisciplinary Reach of Design Science Research: 17th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2022, St Petersburg, FL, USA, June 1-3, 2022, proceedings. Drechsler, A., Gerber, A. & Hevner, A. (eds.). Cham: Springer Nature Switzerland AG, p. 142-153 12 p. (Lecture Notes in Computer Science; vol. 13229 LNCS).

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

  10. LC-QuAD 2.0: A Large Dataset for Complex Question Answering over Wikidata and DBpedia

    Dubey, M., Banerjee, D., Abdelkawi, A. & Lehmann, J., 2019, The Semantic Web – ISWC 2019 : 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019 : proceedings. Ghidini, C., Hartig, O., Maleshkova, M., Svátek, V., Cruz, I., Hogan, A., Song, J., Lefrançois, M. & Gandon, F. (eds.). Cham: Springer Verlag, Vol. 2. p. 69-78 10 p. (Lecture Notes in Computer Science; vol. 11779 LNCS).

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

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