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DL4KG@ISWC
2022
2023
2022
2023
Keyphrases
Publications
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)
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)
Irene Li
,
Boming Yang
NNKGC: Improving Knowledge Graph Completion with Node Neighborhoods.
DL4KG@ISWC
(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)
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)
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)
volume 3559, 2023
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.
DL4KG@ISWC
3559 (2023)
volume 3342, 2023
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.
DL4KG@ISWC
3342 (2023)
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)
Michalis Mountantonakis
,
Michalis Bastakis
,
Loukas Mertzanis
,
Yannis Tzitzikas
Bilingual Question Answering over DBpedia Abstracts through Machine Translation and BERT.
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)
Richard Nordsieck
,
Michael Heider
,
Anton Hummel
,
Jörg Hähner
A Closer Look at Sum-based Embeddings for Knowledge Graphs Containing Procedural Knowledge.
DL4KG@ISWC
(2022)
Vasilis Efthymiou
CosmOntology: Creating an Ontology of the Cosmos(short position paper).
DL4KG@ISWC
(2022)
Aamod Khatiwada
,
Sola Shirai
,
Kavitha Srinivas
,
Oktie Hassanzadeh
Knowledge Graph Embeddings for Causal Relation Prediction.
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)
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)
Nicolas Hubert
,
Pierre Monnin
,
Armelle Brun
,
Davy Monticolo
Knowledge Graph Embeddings for Link Prediction: Beware of Semantics!
DL4KG@ISWC
(2022)
Nicolas Heist
,
Heiko Paulheim
Transformer-based Subject Entity Detection in Wikipedia Listings.
DL4KG@ISWC
(2022)