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 11–20 of 123 papers

TitleStatusHype
Supporting Clustering with Contrastive LearningCode1
Discovering New Intents with Deep Aligned ClusteringCode1
ComStreamClust: a communicative multi-agent approach to text clustering in streaming dataCode1
Dissimilarity Mixture Autoencoder for Deep ClusteringCode1
Neural Topic Modeling with Bidirectional Adversarial TrainingCode1
Enhancement of Short Text Clustering by Iterative ClassificationCode1
Short Text Clustering via Convolutional Neural NetworksCode1
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass—0
Moving Past Single Metrics: Exploring Short-Text Clustering Across Multiple Resolutions—0
Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media—0
Show:102550
← PrevPage 2 of 13Next →

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