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 26–50 of 153 papers

TitleStatusHype
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models—0
Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase ExtractionCode0
Exploring Fine-tuned Generative Models for Keyphrase Selection: A Case Study for Russian—0
Pre-Trained Language Models for Keyphrase Prediction: A Review—0
A Preliminary Empirical Study on Prompt-based Unsupervised Keyphrase Extraction—0
An efficient domain-independent approach for supervised keyphrase extraction and ranking—0
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question AnsweringCode0
Cross-Domain Robustness of Transformer-based Keyphrase Generation—0
Automated Annotation of Scientific Texts for ML-based Keyphrase Extraction and Validation—0
BibRank: Automatic Keyphrase Extraction Platform Using~MetadataCode0
Detecting Relevant Information in High-Volume Chat Logs: Keyphrase Extraction for Grooming and Drug Dealing Forensic Analysis—0
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP—0
EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression—0
Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction—0
Enhancing Keyphrase Extraction from Long Scientific Documents using Graph EmbeddingsCode0
MUG: A General Meeting Understanding and Generation BenchmarkCode0
Overview of the ICASSP 2023 General Meeting Understanding and Generation Challenge (MUG)—0
W2KPE: Keyphrase Extraction with Word-Word Relation—0
Theme-driven Keyphrase Extraction to Analyze Social Media Discourse—0
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)—0
Duration modeling with semi-Markov Conditional Random Fields for keyphrase extraction—0
Improving Keyphrase Extraction with Data Augmentation and Information Filtering—0
Applying Transformer-based Text Summarization for Keyphrase Generation—0
Combining keyphrase extraction and lexical diversity to characterize ideas in publication titles—0
Keyword Extraction in Scientific Documents—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