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Publication search results
found 28 matches
- 2023
- Andrea Cadeddu, Alessandro Chessa, Vincenzo De Leo, Gianni Fenu, Enrico Motta, Francesco Osborne, Diego Reforgiato Recupero, Angelo A. Salatino, Luca Secchi:
Enhancing Large Language Models with Knowledge Graphs for Classification Tasks in the Tourism Domain. DL4KG@ISWC 2023 - Johannes Frey, Lars-Peter Meyer, Natanael Arndt, Felix Brei, Kirill Bulert:
Benchmarking the Abilities of Large Language Models for RDF Knowledge Graph Creation and Comprehension: How Well Do LLMs Speak Turtle? DL4KG@ISWC 2023 - Vincenzo De Leo, Andrea Cadeddu, Alessandro Chessa, Gianni Fenu, Enrico Motta, Francesco Osborne, Diego Reforgiato Reforgiato, Angelo A. Salatino, Luca Secchi:
Enhancing Scholarly Understanding: A Comparison of Knowledge Injection Strategies in Large Language Models. DL4KG@ISWC 2023 - Irene Li, Boming Yang:
NNKGC: Improving Knowledge Graph Completion with Node Neighborhoods. DL4KG@ISWC 2023 - Patryk Preisner, Heiko Paulheim:
Universal Preprocessing Operators for Embedding Knowledge Graphs with Literals. DL4KG@ISWC 2023 - Eleni Tsalapati, Markos Iliakis, Manolis Koubarakis:
Location Query Answering Using Box Embeddings. DL4KG@ISWC 2023 - Robert Wardenga, Liubov Kovriguina, Dmitrii Pliukhin, Daniil Radyush, Ivan SmoliakoV, Yuan Xue, Henrik Müller, Aleksei Pismerov, Dmitry Mouromtsev, Daniel Kudenko:
Knowledge Graph Injection for Reinforcement Learning. DL4KG@ISWC 2023 - Mehwish Alam, Michael Cochez:
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21th International Semantic Web Conference (ISWC 2023), Athens, November 6-10, 2023. CEUR Workshop Proceedings 3559, CEUR-WS.org 2023 [contents] - Mehwish Alam, Michael Cochez:
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022), Virtual Conference, online, October 24, 2022. CEUR Workshop Proceedings 3342, CEUR-WS.org 2023 [contents] - 2022
- Ryan Brate, Minh Hoang Dang, Fabian Hoppe, Yuan He, Albert Meroño-Peñuela, Vijay Sadashivaiah:
Improving Language Model Predictions via Prompts Enriched with Knowledge Graphs. DL4KG@ISWC 2022 - Agnese Chiatti, Enrico Daga:
Neuro-symbolic learning for dealing with sparsity in cultural heritage image archives: an empirical journey. DL4KG@ISWC 2022 - Malick Ebiele, Lucy McKenna, Malika Bendechache, Rob Brennan:
Multi-label Classification using BERT and Knowledge Graphs with a Limited Training Dataset. DL4KG@ISWC 2022 - Vasilis Efthymiou:
CosmOntology: Creating an Ontology of the Cosmos(short position paper). DL4KG@ISWC 2022 - Nicolas Heist, Heiko Paulheim:
Transformer-based Subject Entity Detection in Wikipedia Listings. DL4KG@ISWC 2022 - Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo:
Knowledge Graph Embeddings for Link Prediction: Beware of Semantics! DL4KG@ISWC 2022 - Aamod Khatiwada, Sola Shirai, Kavitha Srinivas, Oktie Hassanzadeh:
Knowledge Graph Embeddings for Causal Relation Prediction. DL4KG@ISWC 2022 - Michalis Mountantonakis, Michalis Bastakis, Loukas Mertzanis, Yannis Tzitzikas:
Bilingual Question Answering over DBpedia Abstracts through Machine Translation and BERT. DL4KG@ISWC 2022 - Richard Nordsieck, Michael Heider, Anton Hummel, Jörg Hähner:
A Closer Look at Sum-based Embeddings for Knowledge Graphs Containing Procedural Knowledge. DL4KG@ISWC 2022 - Kristian Otte, Kristian Simoni Vestermark, Huan Li, Daniele Dell'Aglio:
Towards A Question Answering System over Temporal Knowledge Graph Embedding. DL4KG@ISWC 2022 - 2021
- Andrea Rossi, Paolo Merialdo, Donatella Firmani:
Knowledge Graph Embeddings or Bias Graph Embeddings? A Study of Bias in Link Prediction Models. DL4KG@ISWC 2021 - Jeroen den Boef, Joran Cornelisse, Paul Groth:
GraphPOPE: Retaining Structural Graph Information Using Position-aware Node Embeddings. DL4KG@ISWC 2021 - Giovanna Castellano, Giovanni Sansaro, Gennaro Vessio:
Integrating Contextual Knowledge to Visual Features for Fine Art Classification. DL4KG@ISWC 2021 - Fabian Hoppe, Danilo Dessì, Harald Sack:
Understanding Class Representations: An Intrinsic Evaluation of Zero-Shot Text Classification. DL4KG@ISWC 2021 - Aneta Koleva, Martin Ringsquandl, Mitchell Joblin, Volker Tresp:
Generating Table Vector Representations. DL4KG@ISWC 2021 - Rick Petzold, Genet Asefa Gesese, Viktoria Bogdanova, Thorsten Zylowski, Harald Sack, Mehwish Alam:
Challenges of Applying Knowledge Graph and their Embeddings to a Real-world Use-case. DL4KG@ISWC 2021 - Simon Razniewski, Andrew Yates, Nora Kassner, Gerhard Weikum:
Language Models As or For Knowledge Bases. DL4KG@ISWC 2021 - Kinga Szarkowska, Véronique Moore, Pierre-Yves Vandenbussche, Paul Groth:
Quality Assessment of Knowledge Graph Hierarchies using KG-BERT. DL4KG@ISWC 2021 - Mehwish Alam, Davide Buscaldi, Michael Cochez, Diego Reforgiato Recupero, Harald Sack:
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2021) co-located with the 20th International Semantic Web Conference (ISWC 2021), Virtual Conference, online, October 25, 2021. CEUR Workshop Proceedings 3034, CEUR-WS.org 2021 [contents]
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