Transformers

Training Nonlinear Transformers for Chain-of-Thought Inference: A Theoretical Generalization Analysis ICLR 2025 Trajectory attention for fine-grained video motion control ICLR 2025 Transferable-Guided Attention is All You Need for Video Domain Adaptation WACV 2025 Transformative or Conservative? Conservation laws for ResNets and Transformers ICML 2025 Transformer Architectures for Vocabulary Test Item Difficulty Prediction ACL 2025 Transformer-Based Analysis of Adaptive and Maladaptive Self-States in Longitudinal Social Media Data NAACL 2025 Transformer-based Causal Language Models Perform Clustering NAACL 2025 Transformer-Based Real-Word Spelling Error Feedback with Configurable Confusion Sets ACL 2025 Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025 Transformer-based Tooth Alignment Prediction with Occlusion and Collision Constraints ICCV 2025 TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models AAAI 2025 Transformer Layers as Painters AAAI 2025 Transformer Learns Optimal Variable Selection in Group-Sparse Classification ICLR 2025 Transformer Meets Twicing: Harnessing Unattended Residual Information ICLR 2025 Transformers are Provably Optimal In-context Estimators for Wireless Communications AISTATS 2025 Transformers are Universal In-context Learners ICLR 2025 Transformers Can Learn Temporal Difference Methods for In-Context Reinforcement Learning ICLR 2025 Transformers Can Model Human Hyperprediction in Buzzer Quiz NAACL 2025 Transformers from Diffusion: A Unified Framework for Neural Message Passing JMLR 2025 Transformers Handle Endogeneity in In-Context Linear Regression ICLR 2025 Transformers Learn Low Sensitivity Functions: Investigations and Implications ICLR 2025 Transformers: Leveraging OpenNMT and Transfer Learning for Low-Resource Indian Language Translation EMNLP 2025 Transformers Provably Solve Parity Efficiently with Chain of Thought ICLR 2025 Transformers without Normalization CVPR 2025 Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025