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

Showing 51100 of 153 papers

TitleStatusHype
Keyphrase Extraction in Scientific Articles: A Supervised Approach0
Keyphrase Extraction Using Deep Recurrent Neural Networks on Twitter0
Keyphrase Extraction Using Neighborhood Knowledge Based on Word Embeddings0
Keyphrase Extraction using Sequential Labeling0
Keyphrase Extraction using Textual and Visual Features0
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference0
Keyphrase Extraction with Incomplete Annotated Training Data0
Keyphrase Extraction with Span-based Feature Representations0
Keyphrase Prediction With Pre-trained Language Model0
Keyword and Keyphrase Extraction Using Centrality Measures on Collocation Networks0
Keyword Extraction in Scientific Documents0
WordTopic-MultiRank: A New Method for Automatic Keyphrase Extraction0
A Hybrid Approach to Extract Keyphrases from Medical Documents0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature0
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents0
An efficient domain-independent approach for supervised keyphrase extraction and ranking0
Applying Transformer-based Text Summarization for Keyphrase Generation0
A Preliminary Empirical Study on Prompt-based Unsupervised Keyphrase Extraction0
Automated Annotation of Scientific Texts for ML-based Keyphrase Extraction and Validation0
Automatic Keyphrase Extraction: A Survey of the State of the Art0
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises0
Bayesian Text Segmentation for Index Term Identification and Keyphrase Extraction0
Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach0
Collaborative Ranking between Supervised and Unsupervised Approaches for Keyphrase Extraction0
Combining keyphrase extraction and lexical diversity to characterize ideas in publication titles0
Context or No Context? A preliminary exploration of human-in-the-loop approach for Incremental Temporal Summarization in meetings0
Counting What Counts: Decompounding for Keyphrase Extraction0
Cross-Domain Robustness of Transformer-based Keyphrase Generation0
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models0
Deep Keyphrase Completion0
Detecting Relevant Information in High-Volume Chat Logs: Keyphrase Extraction for Grooming and Drug Dealing Forensic Analysis0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments0
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents0
Pre-Trained Language Models for Keyphrase Prediction: A Review0
Prioritization of COVID-19-related literature via unsupervised keyphrase extraction and document representation learning0
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies0
Proceedings of the ACL 2015 Workshop on Novel Computational Approaches to Keyphrase Extraction0
Reducing Over-generation Errors for Automatic Keyphrase Extraction using Integer Linear Programming0
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling0
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers0
SEAL: Scientific Keyphrase Extraction and Classification0
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention0
Semi-Supervised Learning for Neural Keyphrase Generation0
Single Document Keyphrase Extraction Using Label Information0
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 Dataset0
Supervised Keyphrase Extraction as Positive Unlabeled Learning0
SZTE-NLP at SemEval-2017 Task 10: A High Precision Sequence Model for Keyphrase Extraction Utilizing Sparse Coding for Feature Generation0
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Wiki+RoBERTaRecall73Unverified
2UCPhraseRecall72.9Unverified
3AutoPhraseRecall62.9Unverified
4SpacyRecall59.5Unverified
5PKERecall57.1Unverified
6TopMineRecall53.3Unverified
7StanfordNLPRecall51.7Unverified
#ModelMetricClaimedVerifiedStatus
1UCPhraseRecall83.4Unverified
2AutoPhraseRecall77.8Unverified
3Wiki+RoBERTaRecall64.5Unverified
4TopMineRecall63.4Unverified
#ModelMetricClaimedVerifiedStatus
1Attention-SeekerF1@1040.14Unverified
2PromptRankF1@1037.88Unverified
3PatternRankF1@1030.99Unverified
#ModelMetricClaimedVerifiedStatus
1Attention-SeekerF1@1018.25Unverified
2PromptRankF1@1016.71Unverified
#ModelMetricClaimedVerifiedStatus
1PromptRankF1@1020.13Unverified