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 101–125 of 172 papers

TitleStatusHype
PerkwE_COQA: Enhanced Persian Conversational Question Answering by combining contextual keyword extraction with Large Language Models—0
Phraseformer: Multimodal Key-phrase Extraction using Transformer and Graph Embedding—0
Progress Notes Classification and Keyword Extraction using Attention-based Deep Learning Models with BERT—0
Query Generation for Patent Retrieval with Keyword Extraction based on Syntactic Features—0
Ranking the locations and predicting future crime occurrence by retrieving news from different Bangla online newspapers—0
Real-Time Keyword Extraction from Conversations—0
Relating Keywords to the Top Ten News of the Year in Korean Newspapers—0
Retrieval-efficiency trade-off of Unsupervised Keyword Extraction—0
Multi-view Semantic Matching of Question retrieval using Fine-grained Semantic Representations—0
Robust and Consistent Estimation of Word Embedding for Bangla Language by fine-tuning Word2Vec Model—0
SCIR-QA at SemEval-2017 Task 3: CNN Model Based on Similar and Dissimilar Information between Keywords for Question Similarity—0
Semantic Similarity Computing for Scientific Academic Conferences fused with domain features—0
SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers—0
Semi-automatic System for Title Construction—0
Sequence to Sequence Learning for Query Expansion—0
Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval—0
Simultaneous Job Interview System Using Multiple Semi-autonomous Agents—0
Social Media Understanding by Word Cloud Timeline—0
Solar cell patent classification method based on keyword extraction and deep neural network—0
Thematic context vector association based on event uncertainty for Twitter—0
Theme-weighted Ranking of Keywords from Text Documents using Phrase Embeddings—0
Thesis: Document Summarization with applications to Keyword extraction and Image Retrieval—0
Tools for Arabic Natural Language Processing: a case study in qalqalah prosody—0
Toward Network-based Keyword Extraction from Multitopic Web Documents—0
Towards Automatic Description of Knowledge Components—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