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🕸️ Knowledge graphs & ontologies

78 papers · page 2 of 2 · 26–78 · the most cited first · all topics

Facts as linked graphs: knowledge bases, ontologies and the semantic web.

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  1. COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge GraphsJena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, et al.2020 · 235 citations
  2. YAGO3: A Knowledge Base from Multilingual WikipediasFarzaneh Mahdisoltani, Joanna Biega, Fabian M. Suchanek2015 · 235 citations
  3. Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph InformationMichele Bevilacqua, Roberto Navigli2020 · 232 citations
  4. Commonsense Knowledge Base CompletionXiang Li, Aynaz Taheri, Lifu Tu, et al.2016 · 232 citations
  5. Observed versus latent features for knowledge base and text inferenceKristina Toutanova, Danqi Chen2015 · 210 citations
  6. Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge BaseWen-tau Yih, Ming-Wei Chang, Xiaodong He, et al.2015 · 203 citations
  7. Time-Aware Language Models as Temporal Knowledge BasesBhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, et al.2022 · 194 citations
  8. Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge GraphsHouyu Zhang, Zhenghao Liu, Chenyan Xiong, et al.2020 · 181 citations
  9. T-REx: A Large Scale Alignment of Natural Language with Knowledge Base TriplesHady Elsahar, Pavlos Vougiouklis, Arslen Remaci, et al.2018 · 177 citations
  10. DBpedia: A Multilingual Cross-domain Knowledge BasePablo Mendes, Max Jakob, Christian Bizer2012 · 177 citations
  11. Enhancing Zero-shot and Few-shot Stance Detection with Commonsense Knowledge GraphRui Liu, Zheng Lin, Yutong Tan, et al.2021 · 134 citations
  12. Scaling Semantic Parsers with On-the-Fly Ontology MatchingTom Kwiatkowski, Eunsol Choi, Yoav Artzi, et al.2013 · 134 citations
  13. Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question AnsweringJinheon Baek, Alham Fikri Aji, Amir Saffari2023 · 118 citations
  14. Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft PromptingChen Chen, Yufei Wang, Aixin Sun, et al.2023 · 75 citations
  15. The Arabic Ontology -- An Arabic Wordnet with Ontologically Clean ContentMustafa Jarrar2022 · 61 citations
  16. Compositional Vector Space Models for Knowledge Base CompletionArvind Neelakantan, Benjamin Roth, Andrew McCallum2015 · 51 citations
  17. Dbnary: Wiktionary as a LMF based Multilingual RDF networkGilles Sérasset2012 · 49 citations
  18. OG-RAG: Ontology-grounded retrieval-augmented generation for large language modelsKartik Sharma, Peeyush Kumar, Yunqing Li2025 · 37 citations
  19. Ontology-Aware Token Embeddings for Prepositional Phrase AttachmentPradeep Dasigi, Waleed Ammar, Chris Dyer, et al.2017 · 35 citations
  20. Approximating an Interlingua in a Principled WayEduard Hovy, Sergei Nirenburg1992 · 31 citations
  21. SemLink+: FrameNet, VerbNet and Event OntologiesMartha Palmer, Claire Bonial, Diana McCarthy2014 · 24 citations
  22. Linked Data Quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGOMichael Färber, Frederic Bartscherer, Carsten Menne, et al.2018 · 16 citations
  23. Al –-Khalil : The Arabic Linguistic Ontology ProjectHassina Aliane, Zaia Alimazighi, Ahmed Cherif Mazari2010 · 16 citations
  24. The Merged Upper Model: A Linguistic Ontology for German and EnglishRenate Henschel, John Bateman1994 · 16 citations
  25. Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question AnsweringRunxuan Liu, Bei Luo, Jiaqi Li, et al.2025 · 15 citations
  26. Creating Linked Data Morphological Language Resources with MMoOn - The Hebrew Morpheme InventoryBettina Klimek, Natanael Arndt, Sebastian Krause, et al.2016 · 15 citations
  27. Integrating Transformers and Knowledge Graphs for Twitter Stance DetectionThomas Clark, Costanza Conforti, Fangyu Liu, et al.2021 · 14 citations
  28. Towards Ontology Construction with Language ModelsMaurice Funk, Simon Hosemann, Jean Christoph Jung, et al.2023 · 12 citations
  29. IEKG: A Commonsense Knowledge Graph for Idiomatic ExpressionsZiheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur, et al.2023 · 11 citations
  30. The Index Thomisticus Treebank as Linked Data in the LiLa Knowledge BaseFrancesco Mambrini, Marco Passarotti, Giovanni Moretti, et al.2022 · 9 citations
  31. A Tree Extension for CoNLL-RDFChristian Chiarcos, Luis Glaser2020 · 8 citations
  32. Challenges for the Representation of Morphology in Ontology LexiconsBettina Klimek, John P. McCrae, Julia Bosque-Gil, et al.2019 · 7 citations
  33. Reifying RDF: What Works Well With Wikidata?Daniel Hernández, Aidan Hogan, Markus Krötzsch2015 · 7 citations
  34. The DARPA Wikidata Overlay: Wikidata as an ontology for natural language processingElizabeth Spaulding, Kathryn Conger, Anatole Gershman, et al.2023 · 6 citations
  35. Developing an Arabic Infectious Disease Ontology to Include Non-Standard TerminologyLama Alsudias, Paul Rayson2020 · 5 citations
  36. Large Language Models as Oracles for Ontology AlignmentSviatoslav Lushnei, Dmytro Shumskyi, Severyn Shykula, et al.2026 · 4 citations
  37. Azhary: An Arabic Lexical OntologyHossam Ishkewy, Hany Harb, Hassan Farahat2014 · 4 citations
  38. Automatic Suggestions Help Extending Eventive Ontology: A Case Study on SynSemClassJana Straková, Eva Fučíková, Zdenka Uresova, et al.2026 · 1 citation
  39. GIL-Zaragoza at SemEval 2026 Task 11: Comparing Classification, Autoformalization, and Ontologies for Formal Reasoning CapabilitiesFrancisco Lopez-Ponce, Lucia Pitarch, Iván Saavedra Martínez, et al.2026 · 1 citation
  40. Cross-Lingual Mental Health Ontologies for Indian Languages: Bridging Patient Expression and Clinical Understanding through Explainable AI and Human-in-the-Loop ValidationAnanth Kandala, Ratna Kandala, Akshata Kishore Moharir, et al.2025 · 1 citation
  41. pyrealb at the GEM'24 Data-to-text Task: Symbolic English Text Generation from RDF TriplesGuy Lapalme2024 · 1 citation
  42. The Circumstantial Event Ontology (CEO) and ECB+/CEO: an Ontology and Corpus for Implicit Causal Relations between EventsRoxane Segers, Tommaso Caselli, Piek Vossen2018 · 1 citation
  43. How to construct a multi-lingual domain ontologyNitsan Chrizman, Alon Itai2014 · 1 citation
  44. A Linguistic Ontology for Constructicography: The Research Constructicon and its Ontology ModulesElodie Winckel, Peter Uhrig, Stephanie Evert2026
  45. A Scalable Pipeline for Novelty Detection in Skill Extraction Using Large Language ModelsGian Seifert, Simon Clematide2026
  46. Bridging the Gap between Ontologies and Dictionaries: Requirements and Implementation of a New Core for OntoLex-LemonJohn P. McCrae, Jorge Gracia, Fahad Khan, et al.2026
  47. Formalizing the DATASUS RTS: An Ontological Model for a Resource Description Framework Knowledge GraphVitor Pires, Dalvan Griebler, Felipe Meneguzzi2026
  48. From Graph to Text and Back: Semantic Fidelity in Automated Industrial Knowledge GraphsKamyar Zeinalipour, Silvia Severini, Alessia Borghini, et al.2026
  49. Integrating TEI, NER/NEL, Textometry, and Linked Data for a Semantically Enriched Interview CorpusRanka Stankovic, Tamara Vučenović, Biljana Rujević, et al.2026
  50. PolyglotQL: A Pipeline for Multilingual Text-to-SPARQL Dataset GenerationJulio Perez, Fabio Barth, Georg Rehm2026
  51. Towards Corpus-Based Population and Visualization of ISO 24617-8 Ontology (Short Paper)Maciej Ogrodniczuk, Dariusz Czerski2026
  52. 面向时序知识图谱推理的本体-图谱双智能体强化学习方法 (Ontology-Graph Dual-Agent Reinforcement Learning Method for Temporal Knowledge Graph Reasoning)Yuehang Si (司悦航), Zefan Zeng (曾泽凡), Boyan Wang (王博岩), et al.2026
  53. Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge Graphs Reasoning @ COLING 20252025

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