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
A Weighting Scheme for Open Information Extraction0
A Template Based Hybrid Model for Chinese Personal Name Disambiguation0
CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering0
Contrastive Learning Subspace for Text Clustering0
Domain Based Punjabi Text Document Clustering0
EASE: Entity-Aware Contrastive Learning of Sentence Embedding0
An Efficient and Explanatory Image and Text Clustering System with Multimodal Autoencoder Architecture0
Effects of Creativity and Cluster Tightness on Short Text Clustering Performance0
Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations0
A Comparative Study of Conversion Aided Methods for WordNet Sentence Textual Similarity0
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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