All Publications

All Publications - Nitisha Jain
  • Nitisha Jain, Ralf Krestel: Discovering Fine-Grained Semantics in Knowledge Graph Relations. Proceedings of the Thirty-First ACM International Conference on Information and Knowledge Management (CIKM), 2022.
  • Nitisha Jain, Alejandro Sierra, Jan Ehmueller, Ralf Krestel : Generation of Training Data for Named Entity Recognition of Artworks. Semantic Web Journal (SWJ) Special Issue Cultural Heritage 2021. [PrePrint]

  • Maria Lomaeva, Nitisha Jain: Relation Canonicalization in Open Knowledge Graphs - A Quantitative Analysis. Proceedings of the Extended Semantic Web Conference (ESWC), 2022 (Best Poster Nomination). [Poster]

  • 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. [Extended Abstract] [Poster]

  • 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. [Paper] [Talk]

  • 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]

  • 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: Domain-Specific Knowledge Graph Construction for Semantic Analysis. Proceedings of the Extended Semantic Web Conference (ESWC), 2020. [Paper] [Poster]

  • 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]

  • 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]

Workshops

  • Nitisha Jain, Ralf Krestel: Semantics-driven Refinement for Relational Data. Structured and Unstructured Knowledge Integration (SUKI) workshop at NAACL 2022. [Paper]

  • Nitisha Jain, Alejandro Sierra-Múnera, Maria Lomaeva, Julius Streit, Simon Thormeyer, Philipp Schmidt and Ralf Krestel: Generating Domain-Specific Knowledge Graphs - Challenges with Open Information Extraction. Proceedings of International Workshop on Knowledge Graph Generation from Text (Text2KG), co-located with the Extended Semantic Web Conference (ESWC 2022). [Paper]

  • 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]

  • 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. [Abstract]

  • 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]