decoding method

Persona Switch: Mixing Distinct Perspectives in Decoding Time EACL 2026 Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025 ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation EMNLP 2025 Evaluating Evaluation Metrics – The Mirage of Hallucination Detection EMNLP 2025 Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models NAACL 2025 Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025 Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs ICLR 2025 A Frustratingly Simple Decoding Method for Neural Text Generation COLING 2024 A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024 Impact of Decoding Methods on Human Alignment of Conversational LLMs ACL 2024 MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods ICLR 2024 Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers ACL 2024 SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models NeurIPS 2024 Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding ACL 2023 SentBS: Sentence-level Beam Search for Controllable Summarization EMNLP 2022 A Plug-and-Play Method for Controlled Text Generation EMNLP 2021 Comparing Span Extraction Methods for Semantic Role Labeling ACL 2021 Decoding Methods for Neural Narrative Generation ACL 2021