From statistical methods to deep learning, automatic keyphrase prediction: A survey

B **e, J Song, L Shao, S Wu, X Wei, B Yang… - Information Processing …, 2023 - Elsevier
Keyphrase prediction aims to generate phrases (keyphrases) that highly summarizes a
given document. Recently, researchers have conducted in-depth studies on this task from …

Heterogeneous graph neural networks for keyphrase generation

J Ye, R Cai, T Gui, Q Zhang - arxiv preprint arxiv:2109.04703, 2021 - arxiv.org
The encoder-decoder framework achieves state-of-the-art results in keyphrase generation
(KG) tasks by predicting both present keyphrases that appear in the source document and …

KPDROP: Improving absent keyphrase generation

JR Chowdhury, S Park, T Kundu, C Caragea - arxiv preprint arxiv …, 2021 - arxiv.org
Keyphrase generation is the task of generating phrases (keyphrases) that summarize the
main topics of a given document. Keyphrases can be either present or absent from the given …

Keyphrase generation with fine-grained evaluation-guided reinforcement learning

Y Luo, Y Xu, J Ye, X Qiu, Q Zhang - arxiv preprint arxiv:2104.08799, 2021 - arxiv.org
Aiming to generate a set of keyphrases, Keyphrase Generation (KG) is a classical task for
capturing the central idea from a given document. Based on Seq2Seq models, the previous …

Generating keyphrases for readers: A controllable keyphrase generation framework

Y Jiang, R Meng, Y Huang, W Lu… - Journal of the Association …, 2023 - Wiley Online Library
With the wide application of keyphrases in many Information Retrieval (IR) and Natural
Language Processing (NLP) tasks, automatic keyphrase prediction has been emerging …

Self-Compositional Data Augmentation for Scientific Keyphrase Generation

M Houbre, F Boudin, B Daille, A Aizawa - arxiv preprint arxiv:2411.03039, 2024 - arxiv.org
State-of-the-art models for keyphrase generation require large amounts of training data to
achieve good performance. However, obtaining keyphrase-labeled documents can be …

[PDF][PDF] KPDrop: An Approach to Improving Absent Keyphrase Generation.

S Park, JR Chowdhury, T Kundu… - CoRR, vol. abs …, 2021 - academia.edu
Keyphrase generation is the task of generating phrases (keyphrases) that summarize the
main topics of a given document. The generated keyphrases can be either present or absent …

Keyphrase generation algorithm based on co-occurrence graph

H Fang, P Yang - Journal of Physics: Conference Series, 2022 - iopscience.iop.org
In the keyphrase prediction task, it is usually difficult for a single corpus information to help
the model learn enough core information, so this paper improves the current keyphrase …