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 for N-best Reranking in Multi-Sentence CompressionCode0
Unsupervised Keyphrase Extraction from Scientific PublicationsCode0
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
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents0
Learning Feature Representations for Keyphrase Extraction0
Learning Rich Representation of Keyphrases from Text0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction0
Mod\'elisation unifi\'ee du document et de son domaine pour une indexation par termes-cl\'es libre et contr\^ol\'ee (Unified document and domain-specific model for keyphrase extraction and assignment )0
More than Word Cooccurrence: Exploring Support and Opposition in International Climate Negotiations with Semantic Parsing0
Nested and Balanced Entity Recognition using Multi-Task Learning0
Overview of the ICASSP 2023 General Meeting Understanding and Generation Challenge (MUG)0
PerKey: A Persian News Corpus for Keyphrase Extraction and Generation0
PKU\_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge0
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
TermITH-Eval: a French Standard-Based Resource for Keyphrase Extraction Evaluation0
The impact of domains for Keyphrase extraction (Influence des domaines de sp\'ecialit\'e dans l'extraction de termes-cl\'es) [in French]0
Theme-driven Keyphrase Extraction to Analyze Social Media Discourse0
Topical Keyphrase Extraction with Hierarchical Semantic Networks0
Topical Word Trigger Model for Keyphrase Extraction0
TopicRank: Graph-Based Topic Ranking for Keyphrase Extraction0
Understanding the Tradeoff between Cost and Quality of Expert Annotations for Keyphrase Extraction0
Unsupervised Keyphrase Extraction via Interpretable Neural Networks0
Using Human Attention to Extract Keyphrase from Microblog Post0
Visual Summarization of Scholarly Videos using Word Embeddings and Keyphrase Extraction0
W2KPE: Keyphrase Extraction with Word-Word Relation0
WikiRank: Improving Keyphrase Extraction Based on Background Knowledge0
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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