From statistical methods to deep learning, automatic keyphrase prediction: A survey
Keyphrase prediction aims to generate phrases (keyphrases) that highly summarizes a
given document. Recently, researchers have conducted in-depth studies on this task from …
given document. Recently, researchers have conducted in-depth studies on this task from …
DKPE: Deep KeyPhrase Expansion
Keyphrase provides accurate information of document content that is highly compact,
concise, full of meanings, and widely used for discourse comprehension, organization, and …
concise, full of meanings, and widely used for discourse comprehension, organization, and …
Generation of highlights from research papers using pointer-generator networks and scibert embeddings
Nowadays many research articles are prefaced with research highlights to summarize the
main findings of the paper. Highlights not only help researchers precisely and quickly …
main findings of the paper. Highlights not only help researchers precisely and quickly …
A Multi-Source drug combination and Omnidirectional feature fusion approach for predicting Drug-Drug interaction events
S Gao, J Xie, Y Zhao - Journal of Biomedical Informatics, 2025 - Elsevier
Background In the medical context where polypharmacy is increasingly common, accurately
predicting drug-drug interactions (DDIs) is necessary for enhancing clinical medication …
predicting drug-drug interactions (DDIs) is necessary for enhancing clinical medication …
Improving Absent Keyphrase Generation with Diversity Heads
Keyphrase Generation (KPG) is the task of automatically generating appropriate keyphrases
for a given text, with a wide range of real-world applications such as document indexing and …
for a given text, with a wide range of real-world applications such as document indexing and …