{"total":90,"rows":[{"id":"2308.08241","title":"TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series","created":"2023-08-16","cited_by_count":169,"area":null},{"id":"2109.09209","title":"CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization","created":"2021-09-19","cited_by_count":120,"area":null},{"id":"2206.07579","title":"A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions","created":"2022-06-15","cited_by_count":73,"area":null},{"id":"2307.00524","title":"Large Language Models Enable Few-Shot Clustering","created":"2023-07-02","cited_by_count":72,"area":null},{"id":"2305.14871","title":"ClusterLLM: Large Language Models as a Guide for Text Clustering","created":"2023-05-24","cited_by_count":70,"area":null},{"id":"2210.11680","title":"Twin Contrastive Learning for Online Clustering","created":"2022-10-21","cited_by_count":60,"area":null},{"id":"2204.08143","title":"Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning","created":"2022-04-18","cited_by_count":41,"area":null},{"id":"2106.01908","title":"You Never Cluster Alone","created":"2021-06-03","cited_by_count":38,"area":null},{"id":"2211.12878","title":"Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning","created":"2022-11-23","cited_by_count":38,"area":null},{"id":"2202.13469","title":"UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining","created":"2022-02-27","cited_by_count":33,"area":null},{"id":"2208.02764","title":"OpenCon: Open-world Contrastive Learning","created":"2022-08-04","cited_by_count":33,"area":null},{"id":"2109.05424","title":"Pairwise Supervised Contrastive Learning of Sentence Representations","created":"2021-09-12","cited_by_count":31,"area":null},{"id":"2205.12914","title":"New Intent Discovery with Pre-training and Contrastive Learning","created":"2022-05-25","cited_by_count":28,"area":null},{"id":"2305.19783","title":"IDAS: Intent Discovery with Abstractive Summarization","created":"2023-05-31","cited_by_count":22,"area":null},{"id":"2308.05017","title":"When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis","created":"2023-08-09","cited_by_count":21,"area":null},{"id":"2110.08264","title":"Self-supervised Contrastive Attributed Graph Clustering","created":"2021-10-15","cited_by_count":18,"area":null},{"id":"2210.01185","title":"ContraCLM: Contrastive Learning For Causal Language Model","created":"2022-10-03","cited_by_count":18,"area":null},{"id":"2203.11396","title":"Towards Textual Out-of-Domain Detection without In-Domain Labels","created":"2022-03-22","cited_by_count":14,"area":null},{"id":"2308.01578","title":"Unsupervised Representation Learning for Time Series: A Review","created":"2023-08-03","cited_by_count":14,"area":null},{"id":"2312.10493","title":"Debiasing Multimodal Sarcasm Detection with Contrastive Learning","created":"2023-12-16","cited_by_count":13,"area":null},{"id":"2203.07633","title":"Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering","created":"2022-03-15","cited_by_count":11,"area":null},{"id":"2210.16637","title":"Beyond Prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations","created":"2022-10-29","cited_by_count":11,"area":null},{"id":"2303.11945","title":"Unsupervised Cross-Domain Rumor Detection with Contrastive Learning and Cross-Attention","created":"2023-03-20","cited_by_count":11,"area":null},{"id":"2206.12559","title":"Self-supervised Context-aware Style Representation for Expressive Speech Synthesis","created":"2022-06-25","cited_by_count":10,"area":null},{"id":"2304.12982","title":"Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11","created":"2023-04-25","cited_by_count":10,"area":null},{"id":"2405.05959","title":"Self-Supervised Learning of Time Series Representation via Diffusion Process and Imputation-Interpolation-Forecasting Mask","created":"2024-05-09","cited_by_count":10,"area":null},{"id":"2301.11682","title":"Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately","created":"2023-01-27","cited_by_count":9,"area":null},{"id":"2304.07699","title":"A Clustering Framework for Unsupervised and Semi-supervised New Intent Discovery","created":"2023-04-16","cited_by_count":9,"area":null},{"id":"2405.00988","title":"Context-Aware Clustering using Large Language Models","created":"2024-05-02","cited_by_count":9,"area":null},{"id":"2204.04813","title":"Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning","created":"2022-04-11","cited_by_count":8,"area":null},{"id":"2210.05498","title":"Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks","created":"2022-10-11","cited_by_count":7,"area":null},{"id":"2303.16521","title":"Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation","created":"2023-03-29","cited_by_count":7,"area":null},{"id":"2305.16335","title":"Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering","created":"2023-05-23","cited_by_count":6,"area":null},{"id":"2410.15019","title":"A Survey of Ontology Expansion for Conversational Understanding","created":"2024-10-19","cited_by_count":6,"area":null},{"id":"2206.10996","title":"ProtoCLIP: Prototypical Contrastive Language Image Pretraining","created":"2022-06-22","cited_by_count":5,"area":null},{"id":"2209.07272","title":"Socially Enhanced Situation Awareness from Microblogs using Artificial Intelligence: A Survey","created":"2022-09-13","cited_by_count":5,"area":null},{"id":"2305.09892","title":"Clustering-Aware Negative Sampling for Unsupervised Sentence Representation","created":"2023-05-17","cited_by_count":5,"area":null},{"id":"2305.16000","title":"Do You Hear The People Sing? Key Point Analysis via Iterative Clustering and Abstractive Summarisation","created":"2023-05-25","cited_by_count":5,"area":null},{"id":"2406.11234","title":"MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction","created":"2024-06-17","cited_by_count":5,"area":null},{"id":"2108.11635","title":"MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging","created":"2021-08-26","cited_by_count":4,"area":null},{"id":"2201.07604","title":"Semi-Supervised Clustering with Contrastive Learning for Discovering New Intents","created":"2022-01-07","cited_by_count":4,"area":null},{"id":"2202.05943","title":"Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention","created":"2022-02-12","cited_by_count":4,"area":null},{"id":"2205.03296","title":"Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media","created":"2022-05-06","cited_by_count":4,"area":null},{"id":"2308.06488","title":"Generating Faithful Text From a Knowledge Graph with Noisy Reference Text","created":"2023-08-12","cited_by_count":4,"area":null},{"id":"2312.12181","title":"StyleSpeech: Self-supervised Style Enhancing with VQ-VAE-based Pre-training for Expressive Audiobook Speech Synthesis","created":"2023-12-19","cited_by_count":4,"area":null},{"id":"2502.09667","title":"Summaries as Centroids for Interpretable and Scalable Text Clustering","created":"2025-02-12","cited_by_count":4,"area":null},{"id":"2109.12714","title":"Cluster Analysis with Deep Embeddings and Contrastive Learning","created":"2021-09-26","cited_by_count":3,"area":null},{"id":"2211.06839","title":"Out-of-Dynamics Imitation Learning from Multimodal Demonstrations","created":"2022-11-13","cited_by_count":3,"area":"offlinerl"},{"id":"2306.11898","title":"Relating tSNE and UMAP to Classical Dimensionality Reduction","created":"2023-06-20","cited_by_count":3,"area":null},{"id":"2405.12775","title":"Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances","created":"2024-05-21","cited_by_count":3,"area":null},{"id":"2406.00697","title":"Comprehensive Evaluation of Large Language Models for Topic Modeling","created":"2024-06-02","cited_by_count":3,"area":null},{"id":"2407.19889","title":"Self-Supervised Learning for Text Recognition: A Critical Survey","created":"2024-07-29","cited_by_count":3,"area":null},{"id":"2408.10292","title":"Leveraging Superfluous Information in Contrastive Representation Learning","created":"2024-08-19","cited_by_count":3,"area":null},{"id":"2504.15640","title":"Cequel: Cost-Effective Querying of Large Language Models for Text Clustering","created":"2025-04-22","cited_by_count":3,"area":null},{"id":"2208.10081","title":"Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing","created":"2022-08-22","cited_by_count":2,"area":null},{"id":"2210.15824","title":"Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis","created":"2022-10-28","cited_by_count":2,"area":null},{"id":"2303.00396","title":"Controlling Class Layout for Deep Ordinal Classification via Constrained Proxies Learning","created":"2023-03-01","cited_by_count":2,"area":null},{"id":"2305.17373","title":"Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning","created":"2023-05-27","cited_by_count":2,"area":null},{"id":"2312.06145","title":"Proxy-based Item Representation for Attribute and Context-aware Recommendation","created":"2023-12-11","cited_by_count":2,"area":null},{"id":"2401.06327","title":"Learning from Semi-Factuals: A Debiased and Semantic-Aware Framework for Generalized Relation Discovery","created":"2024-01-12","cited_by_count":2,"area":null},{"id":"2406.06577","title":"RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts","created":"2024-06-04","cited_by_count":2,"area":null},{"id":"2406.09876","title":"Sailing in high-dimensional spaces: Low-dimensional embeddings through angle preservation","created":"2024-06-14","cited_by_count":2,"area":null},{"id":"2502.08149","title":"Generalized Class Discovery in Instance Segmentation","created":"2025-02-12","cited_by_count":2,"area":null},{"id":"2503.15351","title":"SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models","created":"2025-03-19","cited_by_count":2,"area":null},{"id":"2510.06747","title":"LLMs Enable Bag-of-Texts Representations for Short-Text Clustering","created":"2025-10-08","cited_by_count":2,"area":null},{"id":"2603.23518","title":"Cluster-R1: Large Reasoning Models Are Instruction-following Clustering Agents","created":"2026-03-06","cited_by_count":2,"area":"lr"},{"id":"2302.02598","title":"Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection","created":"2023-02-06","cited_by_count":1,"area":null},{"id":"2303.05034","title":"Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction","created":"2023-03-09","cited_by_count":1,"area":null},{"id":"2304.01492","title":"A Unified Contrastive Transfer Framework with Propagation Structure for Boosting Low-Resource Rumor Detection","created":"2023-04-04","cited_by_count":1,"area":null},{"id":"2311.13953","title":"Learning Uniform Clusters on Hypersphere for Deep Graph-level Clustering","created":"2023-11-23","cited_by_count":1,"area":null},{"id":"2403.07342","title":"Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning","created":"2024-03-12","cited_by_count":1,"area":null},{"id":"2408.14119","title":"Contrastive Learning Subspace for Text Clustering","created":"2024-08-26","cited_by_count":1,"area":null},{"id":"2504.16130","title":"A Self-supervised Learning Method for Raman Spectroscopy based on Masked Autoencoders","created":"2025-04-21","cited_by_count":1,"area":null},{"id":"2512.04350","title":"ClusterFusion: Hybrid Clustering with Embedding Guidance and LLM Adaptation","created":"2025-12-04","cited_by_count":1,"area":null},{"id":"2209.06941","title":"Joint Debiased Representation and Image Clustering Learning with Self-Supervision","created":"2022-09-14","cited_by_count":0,"area":null},{"id":"2210.08902","title":"Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations","created":"2022-10-17","cited_by_count":0,"area":null},{"id":"2211.00409","title":"Oracle-guided Contrastive Clustering","created":"2022-11-01","cited_by_count":0,"area":null},{"id":"2304.07242","title":"Covidia: COVID-19 Interdisciplinary Academic Knowledge Graph","created":"2023-04-14","cited_by_count":0,"area":null},{"id":"2304.11061","title":"CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering","created":"2023-04-20","cited_by_count":0,"area":null},{"id":"2307.10625","title":"Learning Discriminative Visual-Text Representation for Polyp Re-Identification","created":"2023-07-20","cited_by_count":0,"area":null},{"id":"2309.11692","title":"Semi-supervised News Discourse Profiling with Contrastive Learning","created":"2023-09-20","cited_by_count":0,"area":null},{"id":"2312.07556","title":"Federated Learning for Short Text Clustering","created":"2023-11-23","cited_by_count":0,"area":null},{"id":"2501.15194","title":"Reliable Pseudo-labeling via Optimal Transport with Attention for Short Text Clustering","created":"2025-01-25","cited_by_count":0,"area":null},{"id":"2506.12698","title":"Unsupervised Contrastive Learning Using Out-Of-Distribution Data for Long-Tailed Dataset","created":"2025-06-15","cited_by_count":0,"area":null},{"id":"2507.13793","title":"An Enhanced Model-based Approach for Short Text Clustering","created":"2025-07-18","cited_by_count":0,"area":null},{"id":"2510.20214","title":"Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection","created":"2025-10-23","cited_by_count":0,"area":null},{"id":"2511.05913","title":"NILC: Discovering New Intents with LLM-assisted Clustering","created":"2025-11-08","cited_by_count":0,"area":null},{"id":"2512.18660","title":"PMPGuard: Catching Pseudo-Matched Pairs in Remote Sensing Image-Text Retrieval","created":"2025-12-21","cited_by_count":0,"area":null},{"id":"2607.10548","title":"Beyond Looking Up, Try Looking Around: Harmonizing Global Structure and Local Consistency in Optimal Transport for Short Text Clustering","created":"2026-07-12","cited_by_count":0,"area":null},{"id":"2608.07881","title":"GRACE: LLM-Grounded Semantic Metric Spaces for Scalable Mixed-Data Clustering","created":"2026-08-08","cited_by_count":0,"area":null}],"next_cursor":null}