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sequence generation

198 papers

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Co-occurring keywords

text generation (2903) neural machine translation (2310) machine translation (2472) generative model (2889) reinforcement learning (4122) autoregressive model (453) text summarization (889) language model (4573) non-autoregressive translation (102) neural network (6616)

Papers

MechaFormer: Sequence Learning for Kinematic Mechanism Design Automation AAAI 2026
Can Large Language Models Classify and Generate Antimicrobial Resistance Genes? ACL 2025
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models NAACL 2025
Hansel: Output Length Controlling Framework for Large Language Models AAAI 2025
MamTiff-CAD: Multi-Scale Latent Diffusion with Mamba+ for Complex Parametric Sequence ICCV 2025
Graphic Design with Large Multimodal Model AAAI 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 ACL 2025
HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models CVPR 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
Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models ACL 2025
CSL-L2M: Controllable Song-Level Lyric-to-Melody Generation Based on Conditional Transformer with Fine-Grained Lyric and Musical Controls AAAI 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models IJCAI 2025
Enhancing Multi-Label Classification via Dynamic Label-Order Learning AAAI 2024
Conformal Autoregressive Generation: Beam Search with Coverage Guarantees AAAI 2024
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL 2024
HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification EACL 2024
GPTs Are Multilingual Annotators for Sequence Generation Tasks EACL 2024
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs ACL 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
Discovering plasticity rules that organize and maintain neural circuits NIPS 2024
HintMiner: Automatic Question Hints Mining From Q&A Web Posts with Language Model via Self-Supervised Learning AISTATS 2024
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NIPS 2024
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024