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 101–125 of 153 papers

TitleStatusHype
WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling—0
WordTopic-MultiRank: A New Method for Automatic Keyphrase Extraction—0
A Hybrid Approach to Extract Keyphrases from Medical Documents—0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature—0
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents—0
An efficient domain-independent approach for supervised keyphrase extraction and ranking—0
Applying Transformer-based Text Summarization for Keyphrase Generation—0
A Preliminary Empirical Study on Prompt-based Unsupervised Keyphrase Extraction—0
Automated Annotation of Scientific Texts for ML-based Keyphrase Extraction and Validation—0
Automatic Keyphrase Extraction: A Survey of the State of the Art—0
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises—0
Bayesian Text Segmentation for Index Term Identification and Keyphrase Extraction—0
Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach—0
Collaborative Ranking between Supervised and Unsupervised Approaches for Keyphrase Extraction—0
Combining keyphrase extraction and lexical diversity to characterize ideas in publication titles—0
Context or No Context? A preliminary exploration of human-in-the-loop approach for Incremental Temporal Summarization in meetings—0
Counting What Counts: Decompounding for Keyphrase Extraction—0
Cross-Domain Robustness of Transformer-based Keyphrase Generation—0
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models—0
Deep Keyphrase Completion—0
Detecting Relevant Information in High-Volume Chat Logs: Keyphrase Extraction for Grooming and Drug Dealing Forensic Analysis—0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases—0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments—0
Duration modeling with semi-Markov Conditional Random Fields for keyphrase extraction—0
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Wiki+RoBERTaRecall73—Unverified
2UCPhraseRecall72.9—Unverified
3AutoPhraseRecall62.9—Unverified
4SpacyRecall59.5—Unverified
5PKERecall57.1—Unverified
6TopMineRecall53.3—Unverified
7StanfordNLPRecall51.7—Unverified
#ModelMetricClaimedVerifiedStatus
1UCPhraseRecall83.4—Unverified
2AutoPhraseRecall77.8—Unverified
3Wiki+RoBERTaRecall64.5—Unverified
4TopMineRecall63.4—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention-SeekerF1@1040.14—Unverified
2PromptRankF1@1037.88—Unverified
3PatternRankF1@1030.99—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention-SeekerF1@1018.25—Unverified
2PromptRankF1@1016.71—Unverified
#ModelMetricClaimedVerifiedStatus
1PromptRankF1@1020.13—Unverified