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
WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling—0
WordTopic-MultiRank: A New Method for Automatic Keyphrase Extraction—0
A Hybrid Approach to Extract Keyphrases from Medical Documents—0
A Hybrid Approach to Generation of Missing Abstracts in Biomedical Literature—0
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents—0
An efficient domain-independent approach for supervised keyphrase extraction and ranking—0
Applying Transformer-based Text Summarization for Keyphrase Generation—0
A Preliminary Empirical Study on Prompt-based Unsupervised Keyphrase Extraction—0
Automated Annotation of Scientific Texts for ML-based Keyphrase Extraction and Validation—0
Automatic Keyphrase Extraction: A Survey of the State of the Art—0
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises—0
Bayesian Text Segmentation for Index Term Identification and Keyphrase Extraction—0
Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach—0
Collaborative Ranking between Supervised and Unsupervised Approaches for Keyphrase Extraction—0
Combining keyphrase extraction and lexical diversity to characterize ideas in publication titles—0
Context or No Context? A preliminary exploration of human-in-the-loop approach for Incremental Temporal Summarization in meetings—0
Counting What Counts: Decompounding for Keyphrase Extraction—0
Cross-Domain Robustness of Transformer-based Keyphrase Generation—0
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models—0
Deep Keyphrase Completion—0
Detecting Relevant Information in High-Volume Chat Logs: Keyphrase Extraction for Grooming and Drug Dealing Forensic Analysis—0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases—0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments—0
Duration modeling with semi-Markov Conditional Random Fields for keyphrase extraction—0
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP—0
Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts—0
Enhancing Keyphrase Extraction from Microblogs using Human Reading Time—0
Enhancing Phrase Representation by Information Bottleneck Guided Text Diffusion Process for Keyphrase Extraction—0
EntropyRank: Unsupervised Keyphrase Extraction via Side-Information Optimization for Language Model-based Text Compression—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
Evaluating anaphora and coreference resolution to improve automatic keyphrase extraction—0
Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages—0
Exploiting Position and Contextual Word Embeddings for Keyphrase Extraction from Scientific Papers—0
Exploring Fine-tuned Generative Models for Keyphrase Selection: A Case Study for Russian—0
Extracting Discriminative Keyphrases with Learned Semantic Hierarchies—0
GLEAKE: Global and Local Embedding Automatic Keyphrase Extraction—0
Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction—0
GPKEX: Genetically Programmed Keyphrase Extraction from Croatian Texts—0
How to Evaluate Opinionated Keyphrase Extraction?—0
Importance Estimation from Multiple Perspectives for Keyphrase Extraction—0
Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features—0
Improving Keyphrase Extraction with Data Augmentation and Information Filtering—0
Improving Unsupervised Keyphrase Extraction using Background Knowledge—0
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction—0
Inflo: News Categorization and Keyphrase Extraction for Implementation in an Aggregation System—0
KERT: Automatic Extraction and Ranking of Topical Keyphrases from Content-Representative Document Titles—0
Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings—0
Keyphrase Annotation with Graph Co-Ranking—0
Keyphrase Extraction from Bengali Document using LSTM Recurrent Neural Network—0
Keyphrase Extraction from Disaster-related Tweets—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