SOTAVerified

Text Clustering

Grouping a set of texts in such a way that objects in the same group (called a cluster) are more similar (in some sense) to each other than to those in other groups (clusters). (Source: Adapted from Wikipedia)

Papers

Showing 4150 of 123 papers

TitleStatusHype
An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles0
A Method of Accounting Bigrams in Topic Models0
Clustering-Induced Generative Incomplete Image-Text Clustering (CIGIT-C)0
An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering0
Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations0
Effects of Creativity and Cluster Tightness on Short Text Clustering Performance0
CLTC: A Chinese-English Cross-lingual Topic Corpus0
An enhanced Teaching-Learning-Based Optimization (TLBO) with Grey Wolf Optimizer (GWO) for text feature selection and clustering0
A Graph-based Text Similarity Measure That Employs Named Entity Information0
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ST5-XXLV-Measure43.71Unverified
2MPNetV-Measure43.69Unverified
3GTR-XXLV-Measure42.42Unverified
4MiniLM-L6V-Measure42.35Unverified
5ST5-XLV-Measure42.34Unverified
6MiniLM-L12V-Measure41.81Unverified
7ST5-LargeV-Measure41.65Unverified
8GTR-LargeV-Measure41.6Unverified
9GTR-XLV-Measure41.51Unverified
10ContrieverV-Measure41.1Unverified
#ModelMetricClaimedVerifiedStatus
1G-BATAccuracy41.25Unverified
2BATAccuracy35.66Unverified
#ModelMetricClaimedVerifiedStatus
1Vector Space ModelRelated Headlines85Unverified