40 citations · 119 across the 19 of their papers we have counts for
3 papers · 1 filter
Knowledge-Driven Cross-Document Relation Extraction
Monika Jain, Raghava Mutharaju, Kuldeep Singh +1
Relation extraction (RE) is a well-known NLP application often treated as a sentence- or document-level task. However, a handful of recent efforts explore it across documents or in…
How Important is Domain Specificity in Language Models and Instruction Finetuning for Biomedical Relation Extraction?
Aviv Brokman, Ramakanth Kavuluru
Cutting edge techniques developed in the general NLP domain are often subsequently applied to the high-value, data-rich biomedical domain. The past few years have seen generative l…
Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction
Monika Jain, Raghava Mutharaju, Ramakanth Kavuluru +1
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 sing…