contrastive decoding

DVD: Dynamic Contrastive Decoding for Knowledge Amplification in Multi-Document Question Answering EMNLP 2024 Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding NAACL 2024 Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM EMNLP 2024 FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models ACL 2024 Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory EMNLP 2024 Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding ACL 2024 Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding EMNLP 2024 Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding CVPR 2024 Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping EMNLP 2024 Navigating the OverKill in Large Language Models ACL 2024 Parameter-Efficient Detoxification with Contrastive Decoding ACL 2024 Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model ACL 2024 Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks EMNLP 2024 SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024 Speculative Contrastive Decoding ACL 2024 Style-Specific Neurons for Steering LLMs in Text Style Transfer EMNLP 2024 Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding EMNLP 2024 Contrastive Decoding: Open-ended Text Generation as Optimization ACL 2023