{"total":169,"rows":[{"id":"2112.09118","title":"Unsupervised Dense Information Retrieval with Contrastive Learning","created":"2021-12-16","cited_by_count":1216,"area":null},{"id":"2201.10005","title":"Text and Code Embeddings by Contrastive Pre-Training","created":"2022-01-24","cited_by_count":361,"area":null},{"id":"2105.11741","title":"ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer","created":"2021-05-25","cited_by_count":231,"area":null},{"id":"2103.13885","title":"Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning","created":"2021-03-22","cited_by_count":141,"area":null},{"id":"2108.05542","title":"AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing","created":"2021-08-12","cited_by_count":131,"area":null},{"id":"2102.08473","title":"COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining","created":"2021-02-16","cited_by_count":126,"area":null},{"id":"2507.13334","title":"A Survey of Context Engineering for Large Language Models","created":"2025-07-17","cited_by_count":126,"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":"2203.07722","title":"ReACC: A Retrieval-Augmented Code Completion Framework","created":"2022-03-15","cited_by_count":119,"area":"rag"},{"id":"2109.01116","title":"An Empirical Study of Graph Contrastive Learning","created":"2021-09-02","cited_by_count":113,"area":null},{"id":"2107.03158","title":"A Survey on Data Augmentation for Text Classification","created":"2021-07-07","cited_by_count":111,"area":null},{"id":"2105.09501","title":"Contrastive Learning for Many-to-many Multilingual Neural Machine Translation","created":"2021-05-20","cited_by_count":108,"area":null},{"id":"2106.07345","title":"Self-Guided Contrastive Learning for BERT Sentence Representations","created":"2021-06-03","cited_by_count":103,"area":null},{"id":"2111.00743","title":"Towards the Generalization of Contrastive Self-Supervised Learning","created":"2021-11-01","cited_by_count":99,"area":null},{"id":"2202.06671","title":"Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings","created":"2022-02-14","cited_by_count":75,"area":null},{"id":"2109.04380","title":"ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding","created":"2021-09-09","cited_by_count":74,"area":null},{"id":"2108.04556","title":"SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation","created":"2021-08-10","cited_by_count":63,"area":null},{"id":"2205.02444","title":"Cross-modal Contrastive Learning for Speech Translation","created":"2022-05-05","cited_by_count":61,"area":null},{"id":"2108.06479","title":"Contrastive Self-supervised Sequential Recommendation with Robust Augmentation","created":"2021-08-14","cited_by_count":56,"area":null},{"id":"2205.00656","title":"Debiased Contrastive Learning of Unsupervised Sentence Representations","created":"2022-05-02","cited_by_count":56,"area":null},{"id":"2402.12851","title":"MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models","created":"2024-02-20","cited_by_count":56,"area":"moe"},{"id":"2106.03609","title":"High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning","created":"2021-06-07","cited_by_count":54,"area":null},{"id":"2106.09943","title":"Investigating the Role of Negatives in Contrastive Representation Learning","created":"2021-06-18","cited_by_count":54,"area":null},{"id":"2111.05193","title":"A Survey on Green Deep Learning","created":"2021-11-08","cited_by_count":52,"area":null},{"id":"2203.03825","title":"Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification","created":"2022-03-08","cited_by_count":52,"area":null},{"id":"2101.00117","title":"Multi-task Retrieval for Knowledge-Intensive Tasks","created":"2021-01-01","cited_by_count":44,"area":null},{"id":"2210.05155","title":"Contrastive Trajectory Similarity Learning with Dual-Feature Attention","created":"2022-10-11","cited_by_count":44,"area":null},{"id":"2109.05427","title":"Not All Negatives are Equal: Label-Aware Contrastive Loss for Fine-grained Text Classification","created":"2021-09-12","cited_by_count":43,"area":null},{"id":"2102.12982","title":"A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives","created":"2021-02-25","cited_by_count":41,"area":null},{"id":"2107.10137","title":"Improved Text Classification via Contrastive Adversarial Training","created":"2021-07-21","cited_by_count":38,"area":null},{"id":"2109.10645","title":"Contrastive Learning for Fair Representations","created":"2021-09-22","cited_by_count":34,"area":null},{"id":"2311.08089","title":"Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment","created":"2023-11-14","cited_by_count":33,"area":null},{"id":"2110.15278","title":"Self-supervised EEG Representation Learning for Automatic Sleep Staging","created":"2021-10-27","cited_by_count":32,"area":null},{"id":"2207.00422","title":"Personalized Showcases: Generating Multi-Modal Explanations for Recommendations","created":"2022-06-30","cited_by_count":30,"area":null},{"id":"2205.14814","title":"Your Contrastive Learning Is Secretly Doing Stochastic Neighbor Embedding","created":"2022-05-30","cited_by_count":28,"area":null},{"id":"2404.00225","title":"Heterogeneous Contrastive Learning for Foundation Models and Beyond","created":"2024-03-30","cited_by_count":27,"area":null},{"id":"2211.06127","title":"English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings","created":"2022-11-11","cited_by_count":26,"area":null},{"id":"2412.07909","title":"Explaining and Mitigating the Modality Gap in Contrastive Multimodal Learning","created":"2024-12-10","cited_by_count":26,"area":null},{"id":"2202.13093","title":"Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding","created":"2022-02-26","cited_by_count":25,"area":null},{"id":"2109.05473","title":"Exploring Task Difficulty for Few-Shot Relation Extraction","created":"2021-09-12","cited_by_count":24,"area":null},{"id":"2109.04994","title":"Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization","created":"2021-09-10","cited_by_count":23,"area":null},{"id":"2204.03293","title":"CoCoSoDa: Effective Contrastive Learning for Code Search","created":"2022-04-07","cited_by_count":22,"area":null},{"id":"2110.08552","title":"Virtual Augmentation Supported Contrastive Learning of Sentence Representations","created":"2021-10-16","cited_by_count":21,"area":null},{"id":"2205.04260","title":"EASE: Entity-Aware Contrastive Learning of Sentence Embedding","created":"2022-05-09","cited_by_count":21,"area":null},{"id":"2208.00467","title":"COCOA: Cross Modality Contrastive Learning for Sensor Data","created":"2022-07-31","cited_by_count":21,"area":null},{"id":"2109.00430","title":"ReMeDi: Resources for Multi-domain, Multi-service, Medical Dialogues","created":"2021-09-01","cited_by_count":20,"area":null},{"id":"2203.07847","title":"SCD: Self-Contrastive Decorrelation for Sentence Embeddings","created":"2022-03-15","cited_by_count":20,"area":null},{"id":"2210.01185","title":"ContraCLM: Contrastive Learning For Causal Language Model","created":"2022-10-03","cited_by_count":18,"area":null},{"id":"2205.13568","title":"Learning Dialogue Representations from Consecutive Utterances","created":"2022-05-26","cited_by_count":17,"area":null},{"id":"2410.16038","title":"Benchmarking Pathology Foundation Models: Adaptation Strategies and Scenarios","created":"2024-10-21","cited_by_count":17,"area":null},{"id":"2105.09270","title":"Do We Really Need to Learn Representations from In-domain Data for Outlier Detection?","created":"2021-05-19","cited_by_count":16,"area":null},{"id":"2204.04163","title":"Contextual Representation Learning beyond Masked Language Modeling","created":"2022-04-08","cited_by_count":16,"area":null},{"id":"2210.09175","title":"Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization","created":"2022-10-17","cited_by_count":15,"area":null},{"id":"2305.13192","title":"SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives","created":"2023-05-22","cited_by_count":15,"area":null},{"id":"2402.17238","title":"Does Negative Sampling Matter? A Review with Insights into its Theory and Applications","created":"2024-02-27","cited_by_count":15,"area":null},{"id":"2204.08325","title":"GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding","created":"2022-04-18","cited_by_count":14,"area":null},{"id":"2105.03746","title":"Contrastive Attraction and Contrastive Repulsion for Representation Learning","created":"2021-05-08","cited_by_count":13,"area":null},{"id":"2110.15426","title":"RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification","created":"2021-10-28","cited_by_count":13,"area":null},{"id":"2112.14484","title":"Frequency-Aware Contrastive Learning for Neural Machine Translation","created":"2021-12-29","cited_by_count":11,"area":null},{"id":"2210.08917","title":"Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog","created":"2022-10-17","cited_by_count":11,"area":null},{"id":"2404.03323","title":"Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning","created":"2024-04-04","cited_by_count":11,"area":null},{"id":"2104.13913","title":"Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction","created":"2021-04-28","cited_by_count":10,"area":null},{"id":"2402.03647","title":"CAMBranch: Contrastive Learning with Augmented MILPs for Branching","created":"2024-02-06","cited_by_count":10,"area":"offlinerl"},{"id":"2412.20790","title":"Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning","created":"2024-12-30","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":"2210.12285","title":"Exploring Representation-Level Augmentation for Code Search","created":"2022-10-21","cited_by_count":8,"area":null},{"id":"2402.08183","title":"Pixel Sentence Representation Learning","created":"2024-02-13","cited_by_count":8,"area":null},{"id":"2205.10227","title":"Label Anchored Contrastive Learning for Language Understanding","created":"2022-04-26","cited_by_count":7,"area":null},{"id":"2303.10422","title":"Identification of Novel Classes for Improving Few-Shot Object Detection","created":"2023-03-18","cited_by_count":7,"area":null},{"id":"2406.15175","title":"Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss","created":"2024-06-21","cited_by_count":7,"area":null},{"id":"2508.07201","title":"Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection","created":"2025-08-10","cited_by_count":7,"area":null},{"id":"2106.00590","title":"NewsEmbed: Modeling News through Pre-trained Document Representations","created":"2021-06-01","cited_by_count":6,"area":null},{"id":"2110.10778","title":"Contrastive Document Representation Learning with Graph Attention Networks","created":"2021-10-20","cited_by_count":6,"area":null},{"id":"2208.03985","title":"Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework","created":"2022-08-08","cited_by_count":6,"area":null},{"id":"2403.05770","title":"Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning","created":"2024-03-09","cited_by_count":6,"area":null},{"id":"2103.05231","title":"Self-supervised Regularization for Text Classification","created":"2021-03-09","cited_by_count":5,"area":null},{"id":"2110.07244","title":"Building Chinese Biomedical Language Models via Multi-Level Text Discrimination","created":"2021-10-14","cited_by_count":5,"area":null},{"id":"2203.12000","title":"Text Transformations in Contrastive Self-Supervised Learning: A Review","created":"2022-03-22","cited_by_count":5,"area":null},{"id":"2210.12902","title":"Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation","created":"2022-10-24","cited_by_count":5,"area":null},{"id":"2308.07535","title":"Improved Region Proposal Network for Enhanced Few-Shot Object Detection","created":"2023-08-15","cited_by_count":5,"area":null},{"id":"2410.16229","title":"Building A Coding Assistant via the Retrieval-Augmented Language Model","created":"2024-10-21","cited_by_count":5,"area":"rag"},{"id":"2503.01203","title":"Hypergraph Foundation Model","created":"2025-03-03","cited_by_count":5,"area":null},{"id":"2506.04411","title":"Self-Supervised Contrastive Learning is Approximately Supervised Contrastive Learning","created":"2025-06-04","cited_by_count":5,"area":null},{"id":"2102.06603","title":"Semantically-Conditioned Negative Samples for Efficient Contrastive Learning","created":"2021-02-12","cited_by_count":4,"area":null},{"id":"2102.12580","title":"Contrastive Pre-training for Imbalanced Corporate Credit Ratings","created":"2021-02-18","cited_by_count":4,"area":null},{"id":"2108.13620","title":"Cross-Lingual Text Classification of Transliterated Hindi and Malayalam","created":"2021-08-31","cited_by_count":4,"area":null},{"id":"2111.10154","title":"Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning","created":"2021-11-19","cited_by_count":4,"area":null},{"id":"2112.12182","title":"Fine-grained Multi-Modal Self-Supervised Learning","created":"2021-12-22","cited_by_count":4,"area":null},{"id":"2205.00693","title":"Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding","created":"2022-05-02","cited_by_count":4,"area":null},{"id":"2211.13495","title":"Few-shot Object Detection with Refined Contrastive Learning","created":"2022-11-24","cited_by_count":4,"area":null},{"id":"2305.13528","title":"Transfer-Free Data-Efficient Multilingual Slot Labeling","created":"2023-05-22","cited_by_count":4,"area":null},{"id":"2305.14963","title":"PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification","created":"2023-05-24","cited_by_count":4,"area":null},{"id":"2305.19230","title":"Controlled Text Generation with Hidden Representation Transformations","created":"2023-05-30","cited_by_count":4,"area":null},{"id":"2308.11605","title":"GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning","created":"2023-08-22","cited_by_count":4,"area":null},{"id":"2310.13499","title":"DistillCSE: Distilled Contrastive Learning for Sentence Embeddings","created":"2023-10-20","cited_by_count":4,"area":"distill"},{"id":"2407.12703","title":"Subgraph-Aware Training of Language Models for Knowledge Graph Completion Using Structure-Aware Contrastive Learning","created":"2024-07-17","cited_by_count":4,"area":null},{"id":"2109.06704","title":"KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning","created":"2021-09-14","cited_by_count":3,"area":null},{"id":"2109.10477","title":"Generating Compositional Color Representations from Text","created":"2021-09-22","cited_by_count":3,"area":null},{"id":"2204.07679","title":"DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling","created":"2022-04-15","cited_by_count":3,"area":null},{"id":"2205.10511","title":"Improving Long Tailed Document-Level Relation Extraction via Easy Relation Augmentation and Contrastive Learning","created":"2022-05-21","cited_by_count":3,"area":null}],"next_cursor":"100"}