SOTAVerified

Keyword Extraction

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 172 papers

TitleStatusHype
Unsupervised Keyword Extraction for Full-sentence VQA—0
Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT—0
Complex Network based Supervised Keyword ExtractorCode0
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations—0
Replication of the Keyword Extraction part of the paper "'Without the Clutter of Unimportant Words': Descriptive Keyphrases for Text Visualization"—0
RaKUn: Rank-based Keyword extraction via Unsupervised learning and Meta vertex aggregationCode0
Query Generation for Patent Retrieval with Keyword Extraction based on Syntactic Features—0
Semi-automatic System for Title Construction—0
Sequence to Sequence Learning for Query Expansion—0
sCAKE: Semantic Connectivity Aware Keyword ExtractionCode0
Theme-weighted Ranking of Keywords from Text Documents using Phrase Embeddings—0
SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers—0
Efficient Generation and Processing of Word Co-occurrence Networks Using corpus2graphCode0
Correction of OCR Word Segmentation Errors in Articles from the ACL Collection through Neural Machine Translation Methods—0
A corpus of German political speeches from the 21st century—0
MirasText: An Automatically Generated Text Corpus for Persian—0
Towards Mapping Thesauri onto plWordNet—0
Efficient and Effective Single-Document Summarizations and A Word-Embedding Measurement of Quality—0
Demographic-aware word associations—0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive SummarizationCode0
SCIR-QA at SemEval-2017 Task 3: CNN Model Based on Similar and Dissimilar Information between Keywords for Question Similarity—0
Leveraging web resources for keyword assignment to short text documents—0
Automatic Keyword Extraction for Text Summarization: A Survey—0
Real-Time Keyword Extraction from Conversations—0
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams—0
Show:102550
← PrevPage 5 of 7Next →
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