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
Query-Based Keyphrase Extraction from Long DocumentsCode0
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents—0
Supervised and Unsupervised Categorization of an Imbalanced Italian Crime News Dataset—0
Unsupervised Keyphrase Extraction via Interpretable Neural NetworksCode0
Topic Aware Contextualized Embeddings for High Quality Phrase ExtractionCode0
Unsupervised Keyphrase Extraction via Interpretable Neural Networks—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction—0
Keyphrase Extraction Using Neighborhood Knowledge Based on Word Embeddings—0
Context or No Context? A preliminary exploration of human-in-the-loop approach for Incremental Temporal Summarization in meetings—0
Keyphrase Extraction with Incomplete Annotated Training Data—0
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
Multi-Document Keyphrase Extraction: Dataset, Baselines and ReviewCode0
Nested and Balanced Entity Recognition using Multi-Task Learning—0
Word centrality constrained representation for keyphrase extractionCode0
Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers—0
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers—0
Understanding the Tradeoff between Cost and Quality of Expert Annotations for Keyphrase Extraction—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
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
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
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
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
Using Human Attention to Extract Keyphrase from Microblog Post—0
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
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