Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness. (arXiv:2211.05031v1 [cs.CL])

Automatic keyword extraction (AKE) has gained more importance with the
increasing amount of digital textual data that modern computing systems
process. It has various applications in information retrieval (IR) and natural
language processing (NLP), including text summarisation, topic analysis and
document indexing. This paper proposes a simple but effective
post-processing-based universal approach to improve the performance of any AKE
methods, via an enhanced level of semantic-awareness supported by PoS-tagging.
To demonstrate the performance of the proposed approach, we considered word …

arxiv extraction performance semantic tagging