3 citations · 5 across the 5 of their papers we have counts for
5 papers
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations
Ioannis Dikeoulias, Saadullah Amin, Günter Neumann
Temporal knowledge graph completion (TKGC) has become a popular approach for reasoning over the event and temporal knowledge graphs, targeting the completion of knowledge with accu…
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts
Saadullah Amin, Noon Pokaratsiri Goldstein, Morgan Kelly Wixted +3
Despite the advances in digital healthcare systems offering curated structured knowledge, much of the critical information still lies in large volumes of unlabeled and unstructured…
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction
Saadullah Amin, Pasquale Minervini, David Chang +2
Relation extraction in the biomedical domain is challenging due to the lack of labeled data and high annotation costs, needing domain experts. Distant supervision is commonly used…
LowFER: Low-rank Bilinear Pooling for Link Prediction
Saadullah Amin, Stalin Varanasi, Katherine Ann Dunfield +1
Knowledge graphs are incomplete by nature, with only a limited number of observed facts from the world knowledge being represented as structured relations between entities. To part…
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction
Saadullah Amin, Katherine Ann Dunfield, Anna Vechkaeva +1
Fact triples are a common form of structured knowledge used within the biomedical domain. As the amount of unstructured scientific texts continues to grow, manual annotation of the…