WebMar 16, 2024 · The existing entity retrieval method used to retrieve the top 1000 candidate set of entities is BM25F-CA, which is the best-performing method for DBpediaV2 and provided by the creators. We use the Wiki2Vec embeddings trained on the 2024-07 dump by the authors of the original paper [ 9] to calculate the embedding reranking score. WebAbstract—Knowledge representation is one of the critical problems in knowledge engineering and artificial intelli- gence, while knowledge embedding as a knowledge rep- resentation methodology indicates entities and relations in knowledge graph as low-dimensional, continuous vectors.
GitHub - informagi/GEEER: Code supporting the paper Graph-Embedding ...
WebMar 17, 2024 · The paper shows that graph embeddings are useful for entity-oriented search tasks. We demonstrate empirically that encoding information from the knowledge graph into (graph) embeddings contributes to a higher increase in effectiveness of entity retrieval results than using plain word embeddings. WebJul 7, 2024 · Using BERT-ER in a downstream entity ranking system, we achieve a performance improvement of 13-42% (Mean Average Precision) over a system that uses the BERT embedding of the introductory paragraph … phoebe nursing home wyncote pa
Graph-Embedding Empowered Entity Retrieval - [scite report]
WebJul 7, 2024 · Graph-Embedding Empowered Entity Retrieval. In Proc. of European Conference on Information Retrieval (ECIR '20). Faegheh Hasibi, Krisztian Balog, and Svein Erik Bratsberg. 2015. Entity Linking in Queries: Tasks and Evaluation. In Proc. of the 2015 International Conference on The Theory of Information Retrieval (ICTIR '15). 171- … WebJul 7, 2024 · Graph-embedding empowered entity retrieval. In European Conference on Information Retrieval . Springer, 97--110. Google Scholar Digital Library; Daniel Gillick, … WebGraph-Embedding Empowered Entity Retrieval Emma J. Gerritse, Faegheh Hasibi, Arjen P. de Vries Journal-ref: Advances in Information Retrieval. ECIR 2024. Lecture Notes in Computer Science, vol 12035. Springer, Subjects: Information Retrieval (cs.IR); Computation and Language (cs.CL) [23] arXiv:2005.02844 [ pdf, other] ttarp investmentsinc lawsuit