representation learning

Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025 ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation EMNLP 2025 ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance EMNLP 2025 Exploiting Contextual Knowledge in LLMs through 𝒱-usable Information based Layer Enhancement ACL 2025 Exploring Activation Patterns of Parameters in Language Models AAAI 2025 Exploring Layer-wise Representations of English and Chinese Homonymy in Pre-trained Language Models ACL 2025 Exploring More from Multiple Gait Modalities for Human Identification AAAI 2025 Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis ACL 2025 Exploring Semantic Masked Autoencoder for Self-supervised Point Cloud Understanding IJCAI 2025 Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models ICLR 2025 Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025 Exploring the Potential of Large Language Models for Heterophilic Graphs NAACL 2025 Exploring the Stability Gap in Continual Learning: The Role of the Classification Head WACV 2025 Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025 Exposure-slot: Exposure-centric Representations Learning with Slot-in-Slot Attention for Region-aware Exposure Correction CVPR 2025 Extended Abstract for “Linguistic Universals”: Emergent Shared Features in Independent Monolingual Language Models via Sparse Autoencoders EMNLP 2025 FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs EMNLP 2025 Fair Text-Attributed Graph Representation Learning EMNLP 2025 FakeDiffer: Distributional Disparity Learning on Differentiated Reconstruction for Face Forgery Detection AAAI 2025 FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks ICML 2025 Fast Training of Sinusoidal Neural Fields via Scaling Initialization ICLR 2025 FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning AAAI 2025 FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning ICCV 2025 Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization IJCAI 2025 Federated Representation Angle Learning ICCV 2025