Contrastive Learning

CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality NAACL 2022 COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning EMNLP 2022 CoCoID: Learning Contrastive Representations and Compact Clusters for Semi-Supervised Intent Discovery EMNLP 2022 CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing AAAI 2022 CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022 CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training NAACL 2022 CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking EMNLP 2022 CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022 Code Vulnerability Detection via Nearest Neighbor Mechanism EMNLP 2022 Coherent Long Text Generation by Contrastive Soft Prompt EMNLP 2022 CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization COLING 2022 Combating the instability of mutual information-based losses via regularization UAI 2022 Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022 Conditional Contrastive Learning with Kernel ICLR 2022 Conditional Supervised Contrastive Learning for Fair Text Classification EMNLP 2022 Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval EMNLP 2022 ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning ICLR 2022 CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning NAACL 2022 Con-NAT: Contrastive Non-autoregressive Neural Machine Translation EMNLP 2022 Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation ICML 2022 Consistent Explanations by Contrastive Learning CVPR 2022 Consistent Representation Learning for Continual Relation Extraction ACL 2022 Constrained Contrastive Reinforcement Learning ACML 2022 CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022 CoNT: Contrastive Neural Text Generation NeurIPS 2022