1 code implementation • 22 May 2024 • Monika Jain, Raghava Mutharaju, Kuldeep Singh, Ramakanth Kavuluru
Relation extraction (RE) is a well-known NLP application often treated as a sentence- or document-level task.
1 code implementation • 22 Jan 2024 • Monika Jain, Raghava Mutharaju, Ramakanth Kavuluru, Kuldeep Singh
Document-level relation extraction (DocRE) poses the challenge of identifying relationships between entities within a document as opposed to the traditional RE setting where a single sentence is input.
1 code implementation • 4 Sep 2023 • Monika Jain, Kuldeep Singh, Raghava Mutharaju
ReOnto employs a graph neural network to acquire the sentence representation and leverages publicly accessible ontologies as prior knowledge to identify the sentential relation between two entities.