Curriculum-meta learning for order-robust continual relation extraction
Continual relation extraction is an important task that focuses on extracting new facts
incrementally from unstructured text. Given the sequential arrival order of the relations, this …
incrementally from unstructured text. Given the sequential arrival order of the relations, this …
Do embeddings actually capture knowledge graph semantics?
Abstract Knowledge graph embeddings that generate vector space representations of
knowledge graph triples, have gained considerable popularity in past years. Several …
knowledge graph triples, have gained considerable popularity in past years. Several …
Generalized relation learning with semantic correlation awareness for link prediction
Develo** link prediction models to automatically complete knowledge graphs has recently
been the focus of significant research interest. The current methods for the link prediction …
been the focus of significant research interest. The current methods for the link prediction …
Experiments on paraphrase identification using quora question pairs dataset
A Chandra, R Stefanus - ar**-Novel-Triple-Embeddings-for-Scalable/991021823312804721?repId=12526540750004721&mId=13526540740004721&institution=01DRXU_INST" data-clk="hl=it&sa=T&oi=gga&ct=gga&cd=7&d=15309488987488948999&ei=fKunZ7exFYqy6rQPuvWdgQM" data-clk-atid="B5MI-B47dtQJ" target="_blank">[PDF] drexel.edu
Develo** Novel Triple Embeddings for Scalable Alignment of Knowledge Graphs and Natural Language
A Kalinowski - 2024 - search.proquest.com
Neural representation learning has become the de facto mode of large-scale information
compression over the past decade. These compression schemes generate embeddings …
compression over the past decade. These compression schemes generate embeddings …
[PDF][PDF] Resolving Representation Heterogeneity in Real-World Knowledge Graphs
JC Kalo - 2021 - leopard.tu-braunschweig.de
Abstract Knowledge graphs are repositories providing factual knowledge about entities.
They are a great source of knowledge to support modern AI applications for Web search …
They are a great source of knowledge to support modern AI applications for Web search …
[CITAZIONE][C] Representation and curation of knowledge graphs with embeddings
N Jain - 2022 - Universität Potsdam