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 101–150 of 153 papers

TitleStatusHype
TermITH-Eval: a French Standard-Based Resource for Keyphrase Extraction Evaluation—0
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 Discourse—0
Topical Keyphrase Extraction with Hierarchical Semantic Networks—0
Topical Word Trigger Model for Keyphrase Extraction—0
TopicRank: Graph-Based Topic Ranking for Keyphrase Extraction—0
Understanding the Tradeoff between Cost and Quality of Expert Annotations for Keyphrase Extraction—0
Unsupervised Keyphrase Extraction via Interpretable Neural Networks—0
Using Human Attention to Extract Keyphrase from Microblog Post—0
Visual Summarization of Scholarly Videos using Word Embeddings and Keyphrase Extraction—0
W2KPE: Keyphrase Extraction with Word-Word Relation—0
WikiRank: Improving Keyphrase Extraction Based on Background Knowledge—0
WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling—0
LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documents—0
Learning Feature Representations for Keyphrase Extraction—0
Learning Rich Representation of Keyphrases from Text—0
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction—0
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 Parsing—0
Nested and Balanced Entity Recognition using Multi-Task Learning—0
Overview of the ICASSP 2023 General Meeting Understanding and Generation Challenge (MUG)—0
PerKey: A Persian News Corpus for Keyphrase Extraction and Generation—0
PKU\_ICL at SemEval-2017 Task 10: Keyphrase Extraction with Model Ensemble and External Knowledge—0
Finding Black Cat in a Coal Cellar -- Keyphrase Extraction & Keyphrase-Rubric Relationship Classification from Complex AssignmentsCode0
Large-Scale Evaluation of Keyphrase Extraction ModelsCode0
Deep Keyphrase GenerationCode0
Query-Based Keyphrase Extraction from Long DocumentsCode0
ChuLo: Chunk-Level Key Information Representation for Long Document ProcessingCode0
Keyphrase Extraction for N-best Reranking in Multi-Sentence CompressionCode0
Local Word Vectors Guiding Keyphrase ExtractionCode0
Keyphrase Cloud Generation of Broadcast NewsCode0
KeyGames: A Game Theoretic Approach to Automatic Keyphrase ExtractionCode0
BibRank: Automatic Keyphrase Extraction Platform Using~MetadataCode0
A Comparison of Centrality Measures for Graph-Based Keyphrase ExtractionCode0
Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase ExtractionCode0
MUG: A General Meeting Understanding and Generation BenchmarkCode0
Multi-Document Keyphrase Extraction: Dataset, Baselines and ReviewCode0
A Review of Keyphrase ExtractionCode0
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question AnsweringCode0
How Document Pre-processing affects Keyphrase Extraction PerformanceCode0
Optimizing Keyphrase Ranking for Relevance and Diversity Using Submodular Function Optimization (SFO)Code0
Unsupervised Keyphrase Extraction via Interpretable Neural NetworksCode0
Enhancing Keyphrase Extraction from Long Scientific Documents using Graph EmbeddingsCode0
SGRank: Combining Statistical and Graphical Methods to Improve the State of the Art in Unsupervised Keyphrase ExtractionCode0
Enhancing Keyphrase Extraction from Academic Articles Using Section Structure InformationCode0
pke: an open source python-based keyphrase extraction toolkitCode0
Complex Network based Supervised Keyword ExtractorCode0
Simple Unsupervised Keyphrase Extraction using Sentence EmbeddingsCode0
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
Unsupervised Keyphrase Extraction with Multipartite GraphsCode0
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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