sequence generation

Empirical Analysis of Decoding Biases in Masked Diffusion Models ACL 2026 MechaFormer: Sequence Learning for Kinematic Mechanism Design Automation AAAI 2026 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models ACL 2025 A Watermark for Order-Agnostic Language Models ICLR 2025 Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025 CSL-L2M: Controllable Song-Level Lyric-to-Melody Generation Based on Conditional Transformer with Fine-Grained Lyric and Musical Controls AAAI 2025 Diffusion on Language Model Encodings for Protein Sequence Generation ICML 2025 Graphic Design with Large Multimodal Model AAAI 2025 Hansel: Output Length Controlling Framework for Large Language Models AAAI 2025 HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models CVPR 2025 MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence ICCV 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SemEval 2025 SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models NAACL 2025 T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models IJCAI 2025 Conformal Autoregressive Generation: Beam Search with Coverage Guarantees AAAI 2024 Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NeurIPS 2024 Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining ACL 2024 Discovering plasticity rules that organize and maintain neural circuits NeurIPS 2024 Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024 ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024 From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024 From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue AAAI 2024 GPTs Are Multilingual Annotators for Sequence Generation Tasks EACL 2024 HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification EACL 2024