Representation Learning

Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025 Enhancing Multimodal Unified Representations for Cross Modal Generalization ACL 2025 Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation ACL 2025 Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025 Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces CVPR 2025 Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis ACL 2025 Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025 Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025 Event-Equalized Dense Video Captioning CVPR 2025 Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025 EventPillars: Pillar-based Efficient Representations for Event Data AAAI 2025 EvSTVSR: Event Guided Space-Time Video Super-Resolution AAAI 2025 Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics EMNLP 2025 Explainable Neural Networks with Guarantee: A Sparse Estimation Approach AAAI 2025 Explaining the role of Intrinsic Dimensionality in Adversarial Training ICML 2025 Exploiting Contextual Knowledge in LLMs through 𝒱-usable Information based Layer Enhancement ACL 2025 Exploring Forgetting in Large Language Model Pre-Training ACL 2025 Exploring Invariance in Images through One-way Wave Equations ICML 2025 Exploring morphology-aware tokenization: A case study on Spanish language modeling EMNLP 2025 Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis ACL 2025 Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025 Expressive Power of Temporal Message Passing AAAI 2025 EyeLLM: Using Lookback Fixations to Enhance Human-LLM Alignment for Text Completion ACL 2025 FADE: Why Bad Descriptions Happen to Good Features ACL 2025 FaithDiff: Unleashing Diffusion Priors for Faithful Image Super-resolution CVPR 2025