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
Deep Keyphrase Completion0
Importance Estimation from Multiple Perspectives for Keyphrase Extraction0
Prioritization of COVID-19-related literature via unsupervised keyphrase extraction and document representation learning0
Learning Rich Representation of Keyphrases from Text0
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 Learning0
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 Papers0
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
Understanding the Tradeoff between Cost and Quality of Expert Annotations for Keyphrase Extraction0
SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers0
KeyGames: A Game Theoretic Approach to Automatic Keyphrase ExtractionCode0
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises0
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction0
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained GenerationCode1
Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference0
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents0
Enhancing Keyphrase Extraction from Microblogs using Human Reading Time0
Persian Keyphrase Generation Using Sequence-to-Sequence ModelsCode1
PerKey: A Persian News Corpus for Keyphrase Extraction and Generation0
Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features0
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention0
SEAL: Scientific Keyphrase Extraction and Classification0
GLEAKE: Global and Local Embedding Automatic Keyphrase Extraction0
Capturing Global Informativeness in Open Domain Keyphrase ExtractionCode1
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies0
Keyphrase Prediction With Pre-trained Language Model0
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 Representations0
Visual Summarization of Scholarly Videos using Word Embeddings and Keyphrase Extraction0
Open Domain Web Keyphrase Extraction Beyond Language ModelingCode1
Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings0
Topical Keyphrase Extraction with Hierarchical Semantic Networks0
Keyphrase Extraction from Disaster-related Tweets0
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 Post0
Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases0
A Review of Keyphrase ExtractionCode0
Inflo: News Categorization and Keyphrase Extraction for Implementation in an Aggregation System0
Keyphrase Extraction from Bengali Document using LSTM Recurrent Neural Network0
Semi-Supervised Learning for Neural Keyphrase Generation0
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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