Representation Learning

Complex Numerical Reasoning with Numerical Semantic Pre-training Framework EMNLP 2025 ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025 Compose with Me: Collaborative Music Inpainter for Symbolic Music Infilling AAAI 2025 Compositional Condition Question Answering in Tabular Understanding ICML 2025 Compositional Entailment Learning for Hyperbolic Vision-Language Models ICLR 2025 Compositional Generalization via Forced Rendering of Disentangled Latents ICML 2025 Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting CoNLL 2025 Compositional Scene Understanding through Inverse Generative Modeling ICML 2025 Comprehensive Information Bottleneck for Unveiling Universal Attribution to Interpret Vision Transformers CVPR 2025 Comprehensive Review of Neural Differential Equations for Time Series Analysis IJCAI 2025 Compression Barriers in Autoregressive Transformers COLT 2025 Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead ICML 2025 Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 Computational Discovery of Chiasmus in Ancient Religious Text NAACL 2025 Computation Mechanism Behind LLM Position Generalization ACL 2025 Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders ICML 2025 Concentration Distribution Learning from Label Distributions ICML 2025 Concept-Based RAG Models: A High-Accuracy Fact Retrieval Approach COLING 2025 Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset EMNLP 2025 Condensing Action Segmentation Datasets via Generative Network Inversion CVPR 2025 Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025 Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025 Conditional Latent Coding with Learnable Synthesized Reference for Deep Image Compression AAAI 2025 Conditional Semantic Textual Similarity via Conditional Contrastive Learning COLING 2025 Confounding Factors in Relating Model Performance to Morphology EMNLP 2025