Transformers

Neural Operators Can Play Dynamic Stackelberg Games JMLR 2025 Neural Text Normalization for Luxembourgish Using Real-Life Variation Data COLING 2025 Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025 NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation ICLR 2025 NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization ACL 2025 nGPT: Normalized Transformer with Representation Learning on the Hypersphere ICLR 2025 NITK-VITAL at SemEval-2025 Task 11: Focal-RoBERTa: Addressing Class Imbalance in Multi-Label Emotion Classification SemEval 2025 NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification AAAI 2025 NLP_goats at SemEval-2025 Task 11: Multi-Label Emotion Classification Using Fine-Tuned Roberta-Large Tranformer SemEval 2025 NLP_goats@DravidianLangTech 2025: Detecting Fake News in Dravidian Languages: A Text Classification Approach NAACL 2025 NLPopsCIOL@DravidianLangTech 2025: Classification of Abusive Tamil and Malayalam Text Targeting Women Using Pre-trained Models NAACL 2025 NN-Former: Rethinking Graph Structure in Neural Architecture Representation CVPR 2025 nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark CVPR 2025 Non-Asymptotic Length Generalization ICML 2025 Nonlinear transformers can perform inference-time feature learning ICML 2025 Normalizing Flows are Capable Generative Models ICML 2025 Nota AI at GenAI Detection Task 1: Unseen Language-Aware Detection System for Multilingual Machine-Generated Text COLING 2025 Not All Tokens Matter All The Time: Dynamic Token Aggregation Towards Efficient Detection Transformers ICML 2025 NOTA: Multimodal Music Notation Understanding for Visual Large Language Model NAACL 2025 NSU_MILab at BLP-2025 Task 1: Decoding Bangla Hate Speech: Fine-Grained Type and Target Detection via Transformer Ensembles AACL 2025 Numerical Pruning for Efficient Autoregressive Models AAAI 2025 NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R SemEval 2025 NVILA: Efficient Frontier Visual Language Models CVPR 2025 Oath Breakers at SemEval-2025 Task 06: PromiseEval SemEval 2025 Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object Recognition CVPR 2025