Hasso-Plattner-Institut
Prof. Dr. Felix Naumann
  
 

Nitisha Jain

Ph.D. student at Information Systems Chair at the Hasso Plattner Institute.

Contact Information

Prof.-Dr.-Helmert-Straße 2-3
D-14482 Potsdam
Room: F-2.07
Phone: +49 331 5509 1383
Email:  Nitisha.Jain(at)hpi.de
LinkedIn  CV

Research Interests

Knowledge representation and semantic web

Domain-specific knowledge graphs

Information retrieval and data analysis

Natural language processing

Publications

  • Nitisha Jain, Jan-Christoph Kalo, Wolf-Tilo Balke, Ralf Krestel: Do Embeddings Actually Capture Knowledge Graph Semantics?. Proceedings of the International Conference on Principles of Knowledge Representation and Reasoning (KR), 2021 (to appear)
    [ExtendedAbstract]
  • Nitisha Jain, Trung-Kien Tran, Mohamed H. Gad-Elrab, Daria Stepanova: Improving Knowledge Graph Embeddings with Ontological Reasoning. Proceedings of the International Semantic Web Conference (ISWC), 2021 (to appear)
    [Paper]
  • Nitisha Jain, Jan-Christoph Kalo, Wolf-Tilo Balke, Ralf Krestel: Do Embeddings Actually Capture Knowledge Graph Semantics?. Proceedings of the Extended Semantic Web Conference (ESWC), 2021
    [Paper][URL][DOI:10.1007/978-3-030-77385-4_9]
  • Nitisha Jain, Christian Bartz, Tobias Bredow, Emanuel Metzenthin, Jona Otholt, Ralf Krestel: Semantic Analysis of Cultural Heritage Data: Aligning Paintings and Descriptions in Art-Historic Collections. Proceedings of the International Workshop on Fine Art Pattern Extraction and Recognition (FAPER@ICPR), 2020
    [Paper][Springer][DOI:10.1007/978-3-030-68796-0_37]
  • Nitisha Jain, Ralf Krestel: Learning Fine-Grained Semantics for Multi-Relational Data. Proceedings of the International Semantic Web Conference, Posters and Demos (ISWC), 2020
    [Paper][Poster]
  • Nitisha Jain: Multimodal Knowledge Graphs for Semantic Analysis of Cultural Heritage Data. Invited Talk at the Workshop on Knowledge Bases and Multiple Modalities (KBMM@AKBC), 2020
    [Paper]
  • Nitisha Jain: Domain-Specific Knowledge Graph Construction for Semantic Analysis. Proceedings of the Extended Semantic Web Conference (ESWC), 2020
    [Paper][URL][DOI:10.1007/978-3-030-62327-2_40]
  • Nitisha Jain, Christian Bartz, Ralf Krestel: Automatic Matching of Paintings and Descriptions in Art-Historic Archives using Multimodal Analysis. Proceedings of the International Workshop on Artificial Intelligence for Historical Image Enrichment and Access (AI4HI@LREC), 2020
    [Paper][URL]
  • Simon Razniewski, Nitisha Jain, Paramita Mirza, Gerhard Weikum: Coverage of Information Extraction from Sentences and Paragraphs. Proceedings of the Conference on Empirical Methods in Natural Language Processing and the International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019
    [Paper][ACL Web][DOI:10.18653/v1/D19-1583]
  • Nitisha Jain, Ralf Krestel: Who is Mona L.? Identifying Mentions of Artworks in Historical Archives. International Conference on Theory and Practice of Digital Libraries (TPDL), 2019
    [Paper][Springer][DOI:10.1007/978-3-030-30760-8_10]

 

Teaching

SoSe 2020 - Multimodal Analysis for Cultural Data (Master Project)

SoSe 2019 - Text Visualisation in Practice (Project Seminar)