Keyword extraction: Issues and methods

N Firoozeh, A Nazarenko, F Alizon… - Natural Language …, 2020 - cambridge.org
Due to the considerable growth of the volume of text documents on the Internet and in digital
libraries, manual analysis of these documents is no longer feasible. Having efficient …

A review of keyphrase extraction

E Papagiannopoulou… - … Reviews: Data Mining …, 2020 - Wiley Online Library
Keyphrase extraction is a textual information processing task concerned with the automatic
extraction of representative and characteristic phrases from a document that express all the …

Deep keyphrase generation

R Meng, S Zhao, S Han, D He, P Brusilovsky… - arxiv preprint arxiv …, 2017 - arxiv.org
Keyphrase provides highly-condensed information that can be effectively used for
understanding, organizing and retrieving text content. Though previous studies have …

A survey on semantic processing techniques

R Mao, K He, X Zhang, G Chen, J Ni, Z Yang… - Information …, 2024 - Elsevier
Semantic processing is a fundamental research domain in computational linguistics. In the
era of powerful pre-trained language models and large language models, the advancement …

Bi-LSTM-CRF sequence labeling for keyphrase extraction from scholarly documents

R Alzaidy, C Caragea, CL Giles - The world wide web conference, 2019 - dl.acm.org
In this paper, we address the keyphrase extraction problem as sequence labeling and
propose a model that jointly exploits the complementary strengths of Conditional Random …

One2Set: Generating diverse keyphrases as a set

J Ye, T Gui, Y Luo, Y Xu, Q Zhang - arxiv preprint arxiv:2105.11134, 2021 - arxiv.org
Recently, the sequence-to-sequence models have made remarkable progress on the task of
keyphrase generation (KG) by concatenating multiple keyphrases in a predefined order as a …

Enhancing person-job fit for talent recruitment: An ability-aware neural network approach

C Qin, H Zhu, T Xu, C Zhu, L Jiang, E Chen… - The 41st international …, 2018 - dl.acm.org
The wide spread use of online recruitment services has led to information explosion in the
job market. As a result, the recruiters have to seek the intelligent ways for Person-Job Fit …

Analysis of direct citation, co-citation and bibliographic coupling in scientific topic identification

R Kleminski, P Kazienko… - Journal of Information …, 2022 - journals.sagepub.com
In our study, we examine the impact of citation network structures on the ability to discern
valuable research topics in Computer Science literature. We use the bibliographic …

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 …

Automatic keyphrase extraction: a survey and trends

Z Alami Merrouni, B Frikh, B Ouhbi - Journal of Intelligent Information …, 2020 - Springer
Due to the exponential growth of textual data and web sources, an automatic mechanism is
required to identify relevant information embedded within them. The utility of Automatic …