Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386395699> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W4386395699 abstract "Link prediction task is vital to automatically understanding the structure of large knowledge bases. In this paper, we present our system to solve this task at the Data Science and Advanced Analytics 2023 Competition Efficient and Effective Link Prediction (DSAA-2023 Competition) with a corpus containing 948,233 training and 238,265 for public testing. This paper introduces an approach to link prediction in Wikipedia articles by formulating it as a natural language inference (NLI) task. Drawing inspiration from recent advancements in natural language processing and understanding, we cast link prediction as an NLI task, wherein the presence of a link between two articles is treated as a premise, and the task is to determine whether this premise holds based on the information presented in the articles. We implemented our system based on the Sentence Pair Classification for Link Prediction for the Wikipedia Articles task. Our system achieved 0.99996 Macro F1-score and 1.00000 Macro F1-score for the public and private test sets, respectively. Our team UIT-NLP ranked 3rd in performance on the private test set, equal to the scores of the first and second places. Our code is publicly for research purposes." @default.
- W4386395699 created "2023-09-03" @default.
- W4386395699 creator A5046262541 @default.
- W4386395699 creator A5053423217 @default.
- W4386395699 creator A5059145866 @default.
- W4386395699 date "2023-08-31" @default.
- W4386395699 modified "2023-10-01" @default.
- W4386395699 title "Link Prediction for Wikipedia Articles as a Natural Language Inference Task" @default.
- W4386395699 doi "https://doi.org/10.48550/arxiv.2308.16469" @default.
- W4386395699 hasPublicationYear "2023" @default.
- W4386395699 type Work @default.
- W4386395699 citedByCount "0" @default.
- W4386395699 crossrefType "posted-content" @default.
- W4386395699 hasAuthorship W4386395699A5046262541 @default.
- W4386395699 hasAuthorship W4386395699A5053423217 @default.
- W4386395699 hasAuthorship W4386395699A5059145866 @default.
- W4386395699 hasBestOaLocation W43863956991 @default.
- W4386395699 hasConcept C119857082 @default.
- W4386395699 hasConcept C138885662 @default.
- W4386395699 hasConcept C151730666 @default.
- W4386395699 hasConcept C154945302 @default.
- W4386395699 hasConcept C162324750 @default.
- W4386395699 hasConcept C166955791 @default.
- W4386395699 hasConcept C177264268 @default.
- W4386395699 hasConcept C187736073 @default.
- W4386395699 hasConcept C195324797 @default.
- W4386395699 hasConcept C199360897 @default.
- W4386395699 hasConcept C204321447 @default.
- W4386395699 hasConcept C2776214188 @default.
- W4386395699 hasConcept C2777267654 @default.
- W4386395699 hasConcept C2777530160 @default.
- W4386395699 hasConcept C2778023277 @default.
- W4386395699 hasConcept C2779439875 @default.
- W4386395699 hasConcept C2780451532 @default.
- W4386395699 hasConcept C41008148 @default.
- W4386395699 hasConcept C41895202 @default.
- W4386395699 hasConcept C86803240 @default.
- W4386395699 hasConceptScore W4386395699C119857082 @default.
- W4386395699 hasConceptScore W4386395699C138885662 @default.
- W4386395699 hasConceptScore W4386395699C151730666 @default.
- W4386395699 hasConceptScore W4386395699C154945302 @default.
- W4386395699 hasConceptScore W4386395699C162324750 @default.
- W4386395699 hasConceptScore W4386395699C166955791 @default.
- W4386395699 hasConceptScore W4386395699C177264268 @default.
- W4386395699 hasConceptScore W4386395699C187736073 @default.
- W4386395699 hasConceptScore W4386395699C195324797 @default.
- W4386395699 hasConceptScore W4386395699C199360897 @default.
- W4386395699 hasConceptScore W4386395699C204321447 @default.
- W4386395699 hasConceptScore W4386395699C2776214188 @default.
- W4386395699 hasConceptScore W4386395699C2777267654 @default.
- W4386395699 hasConceptScore W4386395699C2777530160 @default.
- W4386395699 hasConceptScore W4386395699C2778023277 @default.
- W4386395699 hasConceptScore W4386395699C2779439875 @default.
- W4386395699 hasConceptScore W4386395699C2780451532 @default.
- W4386395699 hasConceptScore W4386395699C41008148 @default.
- W4386395699 hasConceptScore W4386395699C41895202 @default.
- W4386395699 hasConceptScore W4386395699C86803240 @default.
- W4386395699 hasLocation W43863956991 @default.
- W4386395699 hasOpenAccess W4386395699 @default.
- W4386395699 hasPrimaryLocation W43863956991 @default.
- W4386395699 hasRelatedWork W159132833 @default.
- W4386395699 hasRelatedWork W2411652523 @default.
- W4386395699 hasRelatedWork W2477397097 @default.
- W4386395699 hasRelatedWork W2798284509 @default.
- W4386395699 hasRelatedWork W2808571346 @default.
- W4386395699 hasRelatedWork W2950819771 @default.
- W4386395699 hasRelatedWork W2977842567 @default.
- W4386395699 hasRelatedWork W4283814028 @default.
- W4386395699 hasRelatedWork W4297803820 @default.
- W4386395699 hasRelatedWork W4382175668 @default.
- W4386395699 isParatext "false" @default.
- W4386395699 isRetracted "false" @default.
- W4386395699 workType "article" @default.