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Representation Learning

2843 directly classified papers

Papers per year

Papers

Towards Infinite-Long Prefix in Transformer EMNLP 2025
Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs EMNLP 2025
The discordance between embedded ethics and cultural inference in large language models EMNLP 2025
Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025
Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025
Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning ICCV 2025
Towards Lossless Implicit Neural Representation via Bit Plane Decomposition CVPR 2025
Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025
Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025
Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce EMNLP 2025
A Comparative Study of Static and Contextual Embeddings for Analyzing Semantic Changes in Medieval Latin Charters COLING 2025
Structured Pruning for Diverse Best-of-N Reasoning Optimization ACL 2025
Diffusion-Based Generative Regularization for Supervised Discriminative Learning WACV 2025
Learning from Neighbors: Category Extrapolation for Long-Tail Learning CVPR 2025
Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning CVPR 2025
Transferring Extreme Subword Style Using Ngram Model-Based Logit Scaling NAACL 2025
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025
Efficient Document-level Event Relation Extraction NAACL 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing NAACL 2025
VideoWorld: Exploring Knowledge Learning from Unlabeled Videos CVPR 2025
Deep Change Monitoring: A Hyperbolic Representative Learning Framework and a Dataset for Long-term Fine-grained Tree Change Detection CVPR 2025
I Am Big, You Are Little; I Am Right, You Are Wrong ICCV 2025
Hard Emotion Test Evaluation Sets for Language Models NAACL 2025