Representation Learning

LaDi-WM: A Latent Diffusion-Based World Model for Predictive Manipulation CoRL 2025 LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025 LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation ICML 2025 LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning ICLR 2025 Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation IJCNLP 2025 Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks AAAI 2025 Language Model Probabilities are Not Calibrated in Numeric Contexts ACL 2025 Language Models Grow Less Humanlike beyond Phase Transition ACL 2025 Language Models Need Inductive Biases to Count Inductively ICLR 2025 Language Pre-training Guided Masking Representation Learning for Time Series Classification AAAI 2025 Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages AAAI 2025 Language Surgery in Multilingual Large Language Models EMNLP 2025 LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025 LapSum - One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection ICML 2025 Large Language and Protein Assistant for Protein-Protein Interactions Prediction ACL 2025 Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025 Large Language Models are Good Relational Learners ACL 2025 Large Language Models Are Overparameterized Text Encoders NAACL 2025 Large Language Models can Become Strong Self-Detoxifiers ICLR 2025 Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025 Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025 Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias NAACL 2025 Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ACL 2025 LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior ICLR 2025 LAST SToP for Modeling Asynchronous Time Series ICML 2025