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
Deep Keyphrase Completion—0
Importance Estimation from Multiple Perspectives for Keyphrase Extraction—0
Prioritization of COVID-19-related literature via unsupervised keyphrase extraction and document representation learning—0
Learning Rich Representation of Keyphrases from Text—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase ExtractionCode1
Multi-Document Keyphrase Extraction: Dataset, Baselines and ReviewCode0
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global ContextCode1
Nested and Balanced Entity Recognition using Multi-Task Learning—0
Word centrality constrained representation for keyphrase extractionCode0
Keyphrase Extraction from Scientific Articles via Extractive SummarizationCode1
UCPhrase: Unsupervised Context-aware Quality Phrase TaggingCode1
Wizard of Search Engine: Access to Information Through Conversations with Search EnginesCode1
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP ContributionsCode1
Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers—0
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
Understanding the Tradeoff between Cost and Quality of Expert Annotations for Keyphrase Extraction—0
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers—0
KeyGames: A Game Theoretic Approach to Automatic Keyphrase ExtractionCode0
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises—0
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction—0
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained GenerationCode1
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference—0
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents—0
Enhancing Keyphrase Extraction from Microblogs using Human Reading Time—0
Persian Keyphrase Generation Using Sequence-to-Sequence ModelsCode1
PerKey: A Persian News Corpus for Keyphrase Extraction and Generation—0
Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features—0
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention—0
SEAL: Scientific Keyphrase Extraction and Classification—0
GLEAKE: Global and Local Embedding Automatic Keyphrase Extraction—0
Capturing Global Informativeness in Open Domain Keyphrase ExtractionCode1
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies—0
Keyphrase Prediction With Pre-trained Language Model—0
Finding Black Cat in a Coal Cellar -- Keyphrase Extraction & Keyphrase-Rubric Relationship Classification from Complex AssignmentsCode0
Large-Scale Evaluation of Keyphrase Extraction ModelsCode0
Keyphrase Extraction with Span-based Feature Representations—0
Visual Summarization of Scholarly Videos using Word Embeddings and Keyphrase Extraction—0
Open Domain Web Keyphrase Extraction Beyond Language ModelingCode1
Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings—0
Topical Keyphrase Extraction with Hierarchical Semantic Networks—0
Keyphrase Extraction from Disaster-related Tweets—0
Complex Network based Supervised Keyword ExtractorCode0
Etat de l'art des m\'ethodes d'apprentissage profond pour l'extraction automatique de termes-cl\'es (State of the art of deep learning methods for automatic keyphrase extraction )—0
Using Human Attention to Extract Keyphrase from Microblog Post—0
Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction—0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases—0
A Review of Keyphrase ExtractionCode0
Inflo: News Categorization and Keyphrase Extraction for Implementation in an Aggregation System—0
Keyphrase Extraction from Bengali Document using LSTM Recurrent Neural Network—0
Semi-Supervised Learning for Neural Keyphrase Generation—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