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 41–50 of 123 papers

TitleStatusHype
Clustering-Induced Generative Incomplete Image-Text Clustering (CIGIT-C)—0
An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering—0
Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations—0
CLTC: A Chinese-English Cross-lingual Topic Corpus—0
An enhanced Teaching-Learning-Based Optimization (TLBO) with Grey Wolf Optimizer (GWO) for text feature selection and clustering—0
A Graph-based Text Similarity Measure That Employs Named Entity Information—0
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models—0
Effects of Creativity and Cluster Tightness on Short Text Clustering Performance—0
EASE: Entity-Aware Contrastive Learning of Sentence Embedding—0
Domain Based Punjabi Text Document Clustering—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ST5-XXLV-Measure43.71—Unverified
2MPNetV-Measure43.69—Unverified
3GTR-XXLV-Measure42.42—Unverified
4MiniLM-L6V-Measure42.35—Unverified
5ST5-XLV-Measure42.34—Unverified
6MiniLM-L12V-Measure41.81—Unverified
7ST5-LargeV-Measure41.65—Unverified
8GTR-LargeV-Measure41.6—Unverified
9GTR-XLV-Measure41.51—Unverified
10ContrieverV-Measure41.1—Unverified
#ModelMetricClaimedVerifiedStatus
1G-BATAccuracy41.25—Unverified
2BATAccuracy35.66—Unverified
#ModelMetricClaimedVerifiedStatus
1Vector Space ModelRelated Headlines85—Unverified