Contrastive Learning

A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022 A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction EMNLP 2022 Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis NAACL 2022 Attention-guided Contrastive Hashing for Long-tailed Image Retrieval IJCAI 2022 Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022 AugCSE: Contrastive Sentence Embedding with Diverse Augmentations AACL 2022 Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative NeurIPS 2022 Augmenting Legal Judgment Prediction with Contrastive Case Relations COLING 2022 Augment with Care: Contrastive Learning for Combinatorial Problems ICML 2022 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022 Automated Essay Scoring via Pairwise Contrastive Regression COLING 2022 Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations ACL 2022 Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning Interspeech 2022 Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022 Balanced Adversarial Training: Balancing Tradeoffs between Fickleness and Obstinacy in NLP Models EMNLP 2022 Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022 BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection EMNLP 2022 Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks NAACL 2022 Better Quality Estimation for Low Resource Corpus Mining ACL 2022 Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations NeurIPS 2022 BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022 BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022 Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022 Boosting Contrastive Self-Supervised Learning With False Negative Cancellation WACV 2022 Boost Supervised Pretraining for Visual Transfer Learning: Implications of Self-Supervised Contrastive Representation Learning AAAI 2022