Improving Unsupervised Keyphrase Extraction using Background Knowledge
Code (0)
등록된 구현이 없습니다.
Tasks
Keyphrase ExtractionSimilar Papers 제목 키워드 기반
WikiRank: Improving Keyphrase Extraction Based on Background Knowledge
Keyphrase is an efficient representation of the main idea of documents. While background knowledge can provide valuable information about documents, they are rarely incorporated in keyphrase extraction methods. In this p…
Keyphrase ExtractionImproving Keyphrase Extraction with Data Augmentation and Information Filtering
Keyphrase extraction is one of the essential tasks for document understanding in NLP. While the majority of the prior works are dedicated to the formal setting, e.g., books, news or web-blogs, informal texts such as vide…
Data Augmentationdocument understandingKeyphrase ExtractionMAPEX: A Multi-Agent Pipeline for Keyphrase Extraction
Keyphrase extraction is a fundamental task in natural language processing. However, existing unsupervised prompt-based methods for Large Language Models (LLMs) often rely on single-stage inference pipelines with uniform …
Keyphrase ExtractionPKU\_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge
This paper presents a system that participated in SemEval 2017 Task 10 (subtask A and subtask B): Extracting Keyphrases and Relations from Scientific Publications (Augenstein et al., 2017). Our proposed approach utilizes…
ChunkingFeature EngineeringGeneral ClassificationInformation Retrieval+3Local Word Vectors Guiding Keyphrase Extraction
Automated keyphrase extraction is a fundamental textual information processing task concerned with the selection of representative phrases from a document that summarize its content. This work presents a novel unsupervis…
Keyphrase ExtractionWord Embeddings