SOTAVerified

Keyword Extraction

Keyword extraction is tasked with the automatic identification of terms that best describe the subject of a document (Source: Wikipedia).

Papers

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Showing 26–50 of 172 papers

TitleStatusHype
KSW: Khmer Stop Word based Dictionary for Keyword ExtractionCode1
Thesis: Document Summarization with applications to Keyword extraction and Image Retrieval—0
PerkwE_COQA: Enhanced Persian Conversational Question Answering by combining contextual keyword extraction with Large Language Models—0
Comparative Study of Domain Driven Terms Extraction Using Large Language Models—0
Analysis of Persian News Agencies on Instagram, A Words Co-occurrence Graph-based Approach—0
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image dataCode0
Using Zero-shot Prompting in the Automatic Creation and Expansion of Topic Taxonomies for Tagging Retail Banking Transactions—0
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models—0
Automated Annotation of Scientific Texts for ML-based Keyphrase Extraction and Validation—0
A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews—0
"Let's not Quote out of Context": Unified Vision-Language Pretraining for Context Assisted Image Captioning—0
Ranking the locations and predicting future crime occurrence by retrieving news from different Bangla online newspapers—0
Natural language processing on customer note data—0
Thematic context vector association based on event uncertainty for Twitter—0
JobHam-place with smart recommend job options and candidate filtering options—0
Task Oriented Conversational Modelling With Subjective KnowledgeCode0
A method for incremental discovery of financial event types based on anomaly detection—0
Word Embedding Neural Networks to Advance Knee Osteoarthritis Research—0
Norm of Word Embedding Encodes Information Gain—0
Graph-based Semantical Extractive Text AnalysisCode1
AdaptKeyBERT: An Attention-Based approach towards Few-Shot & Zero-Shot Domain Adaptation of KeyBERTCode1
Large-Scale Bidirectional Training for Zero-Shot Image CaptioningCode1
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness—0
Multi-view Semantic Matching of Question retrieval using Fine-grained Semantic Representations—0
Keyword-based Natural Language Premise Selection for an Automatic Mathematical Statement Proving—0
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All datasetsInspecSemEval-2010 Task-8SemEval-2017 Task-10

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Phraseformer(BERT, ExEm(ft))F1 score69.87—Unverified
2Phraseformer(BERT, ExEm(w2v))F1 score69.7—Unverified
3Phraseformer(BERT, Node2vec)F1 score68.68—Unverified
4Phraseformer(BERT, DeepWalk)F1 score68.44—Unverified
5FRAKEF1 score58.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Phraseformer(BERT, ExEm(ft))F1 score48.65—Unverified
2Phraseformer(BERT, ExEm(w2v))F1 score48.48—Unverified
3Phraseformer(BERT, Node2vec)F1 score47.46—Unverified
4Phraseformer(BERT, DeepWalk)F1 score47.22—Unverified
5FRAKEF1 score37.5—Unverified
#ModelMetricClaimedVerifiedStatus
1Phraseformer(BERT, ExEm(ft))F1 score67.13—Unverified
2Phraseformer(BERT, ExEm(w2v))F1 score66.96—Unverified
3Phraseformer(BERT, Node2vec)F1 score65.94—Unverified
4Phraseformer(BERT, DeepWalk)F1 score65.7—Unverified
5FRAKEF1 score54—Unverified