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 51–60 of 123 papers

TitleStatusHype
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling—0
Contextual Text Block Detection towards Scene Text Understanding—0
Towards Responsible AI for Financial Transactions—0
Clustering Similar Amendments at the Italian SenateCode0
Neural Topic Modeling with Deep Mutual Information Estimation—0
Subspace Co-clustering with Two-Way Graph ConvolutionCode0
EASE: Entity-Aware Contrastive Learning of Sentence Embedding—0
Semi-Supervised Clustering with Contrastive Learning for Discovering New Intents—0
Task-Oriented Clustering for DialoguesCode0
Representation Learning for Short Text 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