decoding strategy

How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study EMNLP 2025 Integrative Decoding: Improving Factuality via Implicit Self-consistency ICLR 2025 Intervening Anchor Token: Decoding Strategy in Alleviating Hallucinations for MLLMs ICLR 2025 Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models EMNLP 2025 Make Good Use of GujiRoBERTa to Identify Entities in Ancient Chinese NAACL 2025 Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding NAACL 2025 Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models EMNLP 2025 MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation ICLR 2025 Probing LLM World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding EMNLP 2025 Quality-Aware Decoding: Unifying Quality Estimation and Decoding ACL 2025 SecDecoding: Steerable Decoding for Safer LLM Generation EMNLP 2025 The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination ACL 2025 The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025 Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework ACL 2025 Uncertainty-Aware Contrastive Decoding ACL 2025 VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025 “Well, Keep Thinking”: Enhancing LLM Reasoning with Adaptive Injection Decoding ACL 2025 𝜙-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation ACL 2025 A Call for Clarity in Beam Search: How It Works and When It Stops COLING 2024 Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation EMNLP 2024 Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024 CleanGen: Mitigating Backdoor Attacks for Generation Tasks in Large Language Models EMNLP 2024 Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models EMNLP 2024 Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation ACL 2024 Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models AAAI 2024