| Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering | May 23, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Twin Contrastive Learning for Online Clustering | Oct 21, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| DECAF: Deep Extreme Classification with Label Features | Aug 1, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 |
| Supporting Clustering with Contrastive Learning | Mar 24, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Discovering New Intents with Deep Aligned Clustering | Dec 16, 2020 | ClusteringOpen Intent Discovery | CodeCode Available | 1 |
| Intent Mining from past conversations for conversational agent | May 22, 2020 | ClusteringIntent Discovery | CodeCode Available | 1 |
| Enhancement of Short Text Clustering by Iterative Classification | Jan 31, 2020 | ClassificationClustering | CodeCode Available | 1 |
| Short Text Clustering via Convolutional Neural Networks | Jun 1, 2015 | ClusteringShort Text Clustering | CodeCode Available | 1 |
| Moving Past Single Metrics: Exploring Short-Text Clustering Across Multiple Resolutions | Feb 24, 2025 | ClusteringInformativeness | —Unverified | 0 |
| Reliable Pseudo-labeling via Optimal Transport with Attention for Short Text Clustering | Jan 25, 2025 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Discriminative Representation learning via Attention-Enhanced Contrastive Learning for Short Text Clustering | Jan 7, 2025 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Hierarchical mixtures of Unigram models for short text clustering: The role of Beta-Liouville priors | Oct 29, 2024 | Short Text ClusteringText Clustering | —Unverified | 0 |
| Extracting Sentence Embeddings from Pretrained Transformer Models | Aug 15, 2024 | ClusteringRetrieval-augmented Generation | —Unverified | 0 |
| Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic | Aug 1, 2024 | ClusteringData Visualization | CodeCode Available | 0 |
| Human-interpretable clustering of short-text using large language models | May 12, 2024 | ClusteringShort Text Clustering | CodeCode Available | 0 |
| Federated Learning for Short Text Clustering | Nov 23, 2023 | ClusteringFederated Learning | —Unverified | 0 |
| CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering | Apr 20, 2023 | ClusteringDeep Clustering | —Unverified | 0 |
| Improving Deep Embedded Clustering via Learning Cluster-level Representations | Oct 1, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | Jan 16, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| Representation Learning for Short Text Clustering | Sep 21, 2021 | ClusteringRepresentation Learning | —Unverified | 0 |
| Efficient Sparse Spherical k-Means for Document Clustering | Jul 30, 2021 | ClusteringShort Text Clustering | CodeCode Available | 0 |
| Deep Clustering with Measure Propagation | Apr 18, 2021 | ClusteringDeep Clustering | —Unverified | 0 |
| Short Text Clustering with Transformers | Jan 31, 2021 | ClusteringSentence | —Unverified | 0 |
| An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering | Jul 1, 2020 | ClusteringShort Text Clustering | —Unverified | 0 |
| Attentive Representation Learning with Adversarial Training for Short Text Clustering | Dec 8, 2019 | ClusteringInformation Retrieval | —Unverified | 0 |
| Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement | Nov 20, 2019 | ClusteringOpen Intent Discovery | CodeCode Available | 0 |
| A Self-Training Approach for Short Text Clustering | Aug 1, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Multilingual Short Text Responses Clustering for Mobile Educational Activities: a Preliminary Exploration | Jul 1, 2018 | ClusteringShort Text Clustering | —Unverified | 0 |
| Self-Taught Convolutional Neural Networks for Short Text Clustering | Jan 1, 2017 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Effects of Creativity and Cluster Tightness on Short Text Clustering Performance | Aug 1, 2016 | ClusteringSemantic Textual Similarity | —Unverified | 0 |
| Semi-supervised Clustering for Short Text via Deep Representation Learning | Feb 22, 2016 | ClusteringRepresentation Learning | —Unverified | 0 |
| A Dirichlet Multinomial Mixture Model-based Approach for Short Text Clustering | Aug 1, 2014 | ClusteringShort Text Clustering | —Unverified | 0 |
