Nitisha Jain

Nitisha Jain

All Publications

All Publications - Nitisha Jain
  • Mubashara Akhtar, Omar Benjelloun, Costanza Conforti, Pieter Gijsbers, Joan Giner-Miguelez, Nitisha Jain, Michael Kuchnik, Quentin Lhoest, Pierre Marcenac, Manil Maskey, Peter Mattson, Luis Oala, Pierre Ruyssen, Rajat Shinde, Elena Simperl, Goeffry Thomas, Slava Tykhonov, Joaquin Vanschoren, Jos van der Velde, Steffen Vogler, Carole-Jean Wu: Croissant: A Metadata Format for ML-Ready Datasets. Proceedings of the Eighth Workshop on Data Management for End-to-End Machine Learning (DEEM), 2024. [Paper]
  • Antoine Domingues, Nitisha Jain, Albert Meroño Peñuela, Elena Simperl: Bringing Back Semantics to Knowledge Graph Embeddings : An Interpretability Approach. Proceedings of the 18th International Conference on Neural-Symbolic Learning and Reasoning (NeSy), 2024. [Paper]
  • Jacopo de Berardinis, Valentina Anita Carriero, Nitisha Jain, Nicolas Lazzari, Albert Meroño-Peñuela, Andrea Poltronieri, Valentina Presutti: The Polifonia Ontology Network: Building a Semantic Backbone for Musical Heritage. Proceedings of the 22nd International Semantic Web Conference (ISWC), 2023. [Paper]
  • Bohui Zhang, Ioannis Reklos, Nitisha Jain, Albert Meroño Peñuela, Elena Simperl: Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on Wikidata. Joint proceedings of the KBC-LM workshop and the LM-KBC challenge @ ISWC 2023. [Paper]
  • 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. [Paper]

  • Nitisha Jain, Alejandro Sierra, Jan Ehmueller, Ralf Krestel : Generation of Training Data for Named Entity Recognition of Artworks. Semantic Web Journal (SWJ) Volume 14, Number 2, 2023 - Special Issue on Cultural Heritage and Semantic Web. [Paper]

  • 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, 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. Proceedings of the International Conference on Theory and Practice of Digital Libraries (TPDL), 2019. [Paper]

Workshops, Tutorials and Non-archival

  • Nitisha Jain, Ralf Krestel: Discovering Fine-Grained Semantics in Knowledge Graph Relations. Poster presentation at the 4th Conference on Automated Knowledge Base Construction (AKBC 2022) 2022. [Poster]
  • Nitisha Jain, Ralf Krestel: Semantics-driven Refinement for Relational Data. Paper presentation at the Structured and Unstructured Knowledge Integration (SUKI) workshop at NAACL 2022. [Paper]
  • Armand Boschin, Nitisha Jain, Gurami Keretchashvili, Fabian M. Suchanek: Combining Embeddings and Rules for Fact Prediction. Invited tutorial at the Summer School on Artificial Intelligence in Bergen (AIB) 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: Knowledge Graph Representation with Embeddings. Featured talk at the the 2nd Workshop on Unstructured and Structured KBs at AKBC 2021 conference. [Featured Abstract]
  • Nitisha Jain, Jan-Christoph Kalo, Wolf-Tilo Balke, Ralf Krestel: Do Embeddings Actually Capture Knowledge Graph Semantics?. Paper presentation at the International Conference on Principles of Knowledge Representation and Reasoning (KR), 2021. [Extended Abstract] [Poster]
  • 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]