SOTAVerified

Keyphrase Extraction

A classic task to extract salient phrases that best summarize a document, which essentially has two stages: candidate generation and keyphrase ranking.

Papers

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Showing 1–10 of 153 papers

TitleStatusHype
Enhancing Keyphrase Extraction from Academic Articles Using Section Structure InformationCode0
LongKey: Keyphrase Extraction for Long DocumentsCode1
Optimizing Keyphrase Ranking for Relevance and Diversity Using Submodular Function Optimization (SFO)Code0
ChuLo: Chunk-Level Key Information Representation for Long Document ProcessingCode0
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models—0
Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase ExtractionCode0
Exploring Fine-tuned Generative Models for Keyphrase Selection: A Case Study for Russian—0
Pre-Trained Language Models for Keyphrase Prediction: A Review—0
A Preliminary Empirical Study on Prompt-based Unsupervised Keyphrase Extraction—0
An efficient domain-independent approach for supervised keyphrase extraction and ranking—0
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All datasetsKP20kKPTimesInspecKrapivinNUS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Attention-SeekerF1@1040.14—Unverified
2PromptRankF1@1037.88—Unverified
3PatternRankF1@1030.99—Unverified