SOTAVerified

Keyword Extraction

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

Papers

Showing 1–50 of 172 papers

TitleStatusHype
YAKE! Keyword extraction from single documents using multiple local featuresCode2
Open-world Multi-label Text Classification with Extremely Weak SupervisionCode1
Graph-based Semantical Extractive Text AnalysisCode1
Outline to Story: Fine-grained Controllable Story Generation from Cascaded EventsCode1
Large-Scale Bidirectional Training for Zero-Shot Image CaptioningCode1
FRAKE: Fusional Real-time Automatic Keyword ExtractionCode1
AnyTaskTune: Advanced Domain-Specific Solutions through Task-Fine-TuningCode1
AdaptKeyBERT: An Attention-Based approach towards Few-Shot & Zero-Shot Domain Adaptation of KeyBERTCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
DRIFT: A Toolkit for Diachronic Analysis of Scientific LiteratureCode1
SiDi KWS: A Large-Scale Multilingual Dataset for Keyword SpottingCode1
MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase ExtractionCode1
KSW: Khmer Stop Word based Dictionary for Keyword ExtractionCode1
A Graph Degeneracy-based Approach to Keyword ExtractionCode0
Literature Retrieval for Precision Medicine with Neural Matching and Faceted SummarizationCode0
An Improved Method for Class-specific Keyword Extraction: A Case Study in the German Business RegistryCode0
RaKUn: Rank-based Keyword extraction via Unsupervised learning and Meta vertex aggregationCode0
Extending Neural Keyword Extraction with TF-IDF tagset matchingCode0
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image dataCode0
Study of keyword extraction techniques for Electric Double Layer Capacitor domain using text similarity indexes: An experimental analysisCode0
SEKE: Specialised Experts for Keyword ExtractionCode0
Task Oriented Conversational Modelling With Subjective KnowledgeCode0
PSCon: Product Search Through ConversationsCode0
Semantic Sensitive TF-IDF to Determine Word Relevance in DocumentsCode0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the RisksCode0
Keywords lie far from the mean of all words in local vector spaceCode0
Complex Network based Supervised Keyword ExtractorCode0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive SummarizationCode0
Efficient Generation and Processing of Word Co-occurrence Networks Using corpus2graphCode0
sCAKE: Semantic Connectivity Aware Keyword ExtractionCode0
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
TNT-KID: Transformer-based Neural Tagger for Keyword IdentificationCode0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
CHARM: Inferring Personal Attributes from Conversations—0
Centrality Measures for Non-Contextual Graph-Based Unsupervised Single Document Keyword Extraction—0
Building a Dataset for Summarization and Keyword Extraction from Emails—0
Application of Topic Models to Judgments from Public Procurement Domain—0
Born for Auto-Tagging: Faster and better with new objective functions—0
Bilingual Keyword Extraction and its Educational Application—0
Effects of Graph Generation for Unsupervised Non-Contextual Single Document Keyword Extraction—0
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations—0
A New Entity Salience Task with Millions of Training Examples—0
A Document-based Knowledge Discovery with Microservices Architecture—0
A Cloud-based Machine Learning Pipeline for the Efficient Extraction of Insights from Customer Reviews—0
Differential Privacy and Natural Language Processing to Generate Contextually Similar Decoy Messages in Honey Encryption Scheme—0
Diverse Keyword Extraction from Conversations—0
Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish—0
Automatic Speech Recognition on a Firefighter TETRA Broadcast Channel—0
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams—0
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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