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 51–100 of 172 papers

TitleStatusHype
EVQAScore: Efficient Video Question Answering Data Evaluation—0
Explainable Point-Based Document Visualizations—0
Exploratory Analysis of Highly Heterogeneous Document Collections—0
Exploring Linguistically-Lightweight Keyword Extraction Techniques for Indexing News Articles in a Multilingual Set-up—0
Exploring Traffic Crash Narratives in Jordan Using Text Mining Analytics—0
Extracting Keywords from Multi-party Live Chats—0
Extraction de mots clefs dans des vid\'eos Web par Analyse Latente de Dirichlet (LDA-based tagging of Web videos) [in French]—0
Extraction of Keywords of Novelties From Patent Claims—0
From Precision to Perception: User-Centred Evaluation of Keyword Extraction Algorithms for Internet-Scale Contextual Advertising—0
Generation of Conceptual-Level Text Cloud with Graph Diffusion—0
GEPSA, a tool for monitoring social challenges in digital press—0
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization—0
GPTDrawer: Enhancing Visual Synthesis through ChatGPT—0
Improving Performance of Automatic Keyword Extraction (AKE) Methods Using PoS-Tagging and Enhanced Semantic-Awareness—0
Interest Analysis using PageRank and Social Interaction Content—0
JobHam-place with smart recommend job options and candidate filtering options—0
Joint Learning of Chinese Words, Terms and Keywords—0
Keyword-based Natural Language Premise Selection for an Automatic Mathematical Statement Proving—0
Keyword Extraction, and Aspect Classification in Sinhala, English, and Code-Mixed Content—0
Keyword Extraction for Improved Document Retrieval in Conversational Search—0
Keyword Extraction from Short Texts with a Text-To-Text Transfer Transformer—0
Keyword Extraction in Scientific Documents—0
Keyword Extraction Using Unsupervised Learning on the Document’s Adjacency Matrix—0
Khmer Semantic Search Engine (KSE): Digital Information Access and Document Retrieval—0
Large Language Model Enhanced Clustering for News Event Detection—0
Learning to Extract Folktale Keywords—0
Learning to lemmatise Polish noun phrases—0
"Let's not Quote out of Context": Unified Vision-Language Pretraining for Context Assisted Image Captioning—0
Leveraging ChatGPT for Sponsored Ad Detection and Keyword Extraction in YouTube Videos—0
Leveraging web resources for keyword assignment to short text documents—0
Linguagrid: a network of Linguistic and Semantic Services for the Italian Language.—0
LLM-TAKE: Theme Aware Keyword Extraction Using Large Language Models—0
MAKED: Multi-lingual Automatic Keyword Extraction Dataset—0
Measuring Term Informativeness in Context—0
MedLingMap: A growing resource mapping the Bio-Medical NLP field—0
MIKE: An Interactive Microblogging Keyword Extractor using Contextual Semantic Smoothing—0
MirasText: An Automatically Generated Text Corpus for Persian—0
mmPose-NLP: A Natural Language Processing Approach to Precise Skeletal Pose Estimation using mmWave Radars—0
Multi-task Prompt Words Learning for Social Media Content Generation—0
Multi-view and Cross-view Brain Decoding—0
Natural language processing on customer note data—0
New Method for Keyword Extraction for Patent Claims—0
N-Grams TextRank A Novel Domain Keyword Extraction Technique—0
Norm of Word Embedding Encodes Information Gain—0
Novel Keyword Extraction and Language Detection Approaches—0
On-Device Sentence Similarity for SMS Dataset—0
On the Rigour of Scientific Writing: Criteria, Analysis, and Insights—0
Open Domain Response Generation Guided by Retrieved Conversations—0
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?—0
Participation du LINA \`a DEFT2012 (LINA at DEFT2012) [in French]—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