Contrastive Learning

Hyper-CL: Conditioning Sentence Representations with Hypernetworks ACL 2024 Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024 hyy33 at WASSA 2024 Empathy and Personality Shared Task: Using the CombinedLoss and FGM for Enhancing BERT-based Models in Emotion and Empathy Prediction from Conversation Turns ACL 2024 ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning SemEval 2024 iimasNLP at SemEval-2024 Task 8: Unveiling structure-aware language models for automatic generated text identification SemEval 2024 IITK at SemEval-2024 Task 1: Contrastive Learning and Autoencoders for Semantic Textual Relatedness in Multilingual Texts SemEval 2024 Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation CVPR 2024 Improved Graph Contrastive Learning for Short Text Classification AAAI 2024 Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users COLING 2024 Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral Emotion EACL 2024 Improving Cross-lingual Transfer with Contrastive Negative Learning and Self-training COLING 2024 Improving Dialog Safety using Socially Aware Contrastive Learning EACL 2024 Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP 2024 Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024 Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024 Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning ACL 2024 Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment NAACL 2024 Improving Knowledge Graph Completion with Structure-Aware Supervised Contrastive Learning EMNLP 2024 Improving Multi-lingual Alignment Through Soft Contrastive Learning NAACL 2024 Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks EACL 2024 Improving Multi-view Document Clustering: Leveraging Multi-structure Processor and Hybrid Ensemble Clustering Module COLING 2024 Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation IJCAI 2024 Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation AAAI 2024 Improving Role-Oriented Dialogue Summarization with Interaction-Aware Contrastive Learning COLING 2024 Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning AAAI 2024