negative sampling

LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025 Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025 MuCoS: Efficient Drug–Target Discovery via Multi-Context-Aware Sampling in Knowledge Graphs ACL 2025 Multi-modal Contrastive Learning with Negative Sampling Calibration for Phenotypic Drug Discovery CVPR 2025 NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation SemEval 2025 Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025 Open-Vocabulary HOI Detection with Interaction-aware Prompt and Concept Calibration ICCV 2025 ReSa2: A Two-Stage Retrieval-Sampling Algorithm for Negative Sampling in Dense Retrieval ACML 2025 Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025 Temp4Cap: Temporally-aligned Automated Audio Captioning Interspeech 2025 Text to Point Cloud Localization with Multi-Level Negative Contrastive Learning AAAI 2025 Unbiased Recommender Learning from Implicit Feedback via Weakly Supervised Learning ICML 2025 Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization ICCV 2025 Adaptive Hardness Negative Sampling for Collaborative Filtering AAAI 2024 APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning COLING 2024 CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024 Contextrast: Contextual Contrastive Learning for Semantic Segmentation CVPR 2024 CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval COLING 2024 EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence ICML 2024 Generating Enhanced Negatives for Training Language-Based Object Detectors CVPR 2024 gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling (Extended Abstract) IJCAI 2024 Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024 IITK at SemEval-2024 Task 1: Contrastive Learning and Autoencoders for Semantic Textual Relatedness in Multilingual Texts SemEval 2024 Jigsaw Pieces of Meaning: Modeling Discourse Coherence with Informed Negative Sample Synthesis EACL 2024 Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration AAAI 2024