Deep Learning

The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning JMLR 2025 The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025 The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT EMNLP 2025 The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025 The Face of Persuasion: Analyzing Bias and Generating Culture-Aware Ads EMNLP 2025 The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation ACL 2025 The FineView Dataset:A 3D Scanned Multi-View Object Dataset of Fine-Grained Category Instances WACV 2025 The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III) IJCAI 2025 The Gemma Sutras: Fine-Tuning Gemma 3 for Sanskrit Sandhi Splitting EMNLP 2025 The Ghost in the Keys: A Disklavier Demo for Human-AI Musical Co-Creativity NeurIPS 2025 The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning EMNLP 2025 The Graph’s Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation IJCAI 2025 The Hidden Attention of Mamba Models ACL 2025 The Hidden Joules: Evaluating the Energy Consumption of Vision Backbones for Progress Towards More Efficient Model Inference ICML 2025 The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs EMNLP 2025 The Illusion of Unlearning: The Unstable Nature of Machine Unlearning in Text-to-Image Diffusion Models CVPR 2025 The impact of allocation strategies in subset learning on the expressive power of neural networks ICLR 2025 The Impact of Auxiliary Patient Data on Automated Chest X-Ray Report Generation and How to Incorporate It ACL 2025 The Impact of Inference Acceleration on Bias of LLMs NAACL 2025 The Impact of Language Mixing on Bilingual LLM Reasoning EMNLP 2025 The Importance of Being Lazy: Scaling Limits of Continual Learning ICML 2025 The Impossibility of Fair LLMs ACL 2025 The Inter-Intra Modal Measure: A Predictive Lens on Fine-Tuning Outcomes in Vision-Language Models ICCV 2025 The Inverse Scaling Effect of Pre-Trained Language Model Surprisal Is Not Due to Data Leakage ACL 2025 The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025