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 51–100 of 153 papers

TitleStatusHype
Keyphrase Extraction in Scientific Articles: A Supervised Approach—0
Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter—0
Keyphrase Extraction Using Neighborhood Knowledge Based on Word Embeddings—0
Keyphrase Extraction using Sequential Labeling—0
Keyphrase Extraction using Textual and Visual Features—0
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference—0
Keyphrase Extraction with Incomplete Annotated Training Data—0
Keyphrase Extraction with Span-based Feature Representations—0
Keyphrase Prediction With Pre-trained Language Model—0
Keyword and Keyphrase Extraction Using Centrality Measures on Collocation Networks—0
Keyword Extraction in Scientific Documents—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
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents—0
Pre-Trained Language Models for Keyphrase Prediction: A Review—0
Prioritization of COVID-19-related literature via unsupervised keyphrase extraction and document representation learning—0
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies—0
Proceedings of the ACL 2015 Workshop on Novel Computational Approaches to Keyphrase Extraction—0
Reducing Over-generation Errors for Automatic Keyphrase Extraction using Integer Linear Programming—0
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling—0
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers—0
SEAL: Scientific Keyphrase Extraction and Classification—0
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention—0
Semi-Supervised Learning for Neural Keyphrase Generation—0
Single Document Keyphrase Extraction Using Label Information—0
State of the Art of Automatic Keyphrase Extraction Methods (\'Etat de l'art des m\'ethodes d'extraction automatique de termes-cl\'es) [in French]—0
Supervised and Unsupervised Categorization of an Imbalanced Italian Crime News Dataset—0
Supervised Keyphrase Extraction as Positive Unlabeled Learning—0
SZTE-NLP at SemEval-2017 Task 10: A High Precision Sequence Model for Keyphrase Extraction Utilizing Sparse Coding for Feature Generation—0
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)—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