Search Results for author: Monika Jain

Found 2 papers, 2 papers with code

Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction

1 code implementation22 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.

Document-level Relation Extraction Link Prediction +3

ReOnto: A Neuro-Symbolic Approach for Biomedical Relation Extraction

1 code implementation4 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.

Relation Relation Extraction +1

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