autoregressive decoding

Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance EMNLP 2025 TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation EMNLP 2025 Break the Sequential Dependency of LLM Inference Using Lookahead Decoding ICML 2024 CLLMs: Consistency Large Language Models ICML 2024 FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping EMNLP 2024 Lexical Substitution as Causal Language Modeling NAACL 2024 Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads ICML 2024 Reducing Transformer Key-Value Cache Size with Cross-Layer Attention NeurIPS 2024 Self-Infilling Code Generation ICML 2024 Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ACL 2024 Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024 Accelerating Transformer Inference for Translation via Parallel Decoding ACL 2023 MotionLM: Multi-Agent Motion Forecasting as Language Modeling ICCV 2023 Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation EMNLP 2023 Treepiece: Faster Semantic Parsing via Tree Tokenization EMNLP 2023 CoNT: Contrastive Neural Text Generation NeurIPS 2022 Guiding Neural Machine Translation with Semantic Kernels EMNLP 2022 HeLo: Learning-Free Lookahead Decoding for Conversation Infilling EMNLP 2022 MaskGIT: Masked Generative Image Transformer CVPR 2022 Point2Seq: Detecting 3D Objects As Sequences CVPR 2022 Sequence-to-Sequence Knowledge Graph Completion and Question Answering ACL 2022 Speeding up Transformer Decoding via an Attention Refinement Network COLING 2022 Synchronous Refinement for Neural Machine Translation ACL 2022 FastSeq: Make Sequence Generation Faster ACL 2021 SmBoP: Semi-autoregressive Bottom-up Semantic Parsing NAACL 2021