A Survey on Training-free Alignment of Large Language Models | Paper Citation Record

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A Survey on Training-free Alignment of Large Language Models online" 'onlinestring :=

Reference 1

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A Survey on Training-free Alignment of Large Language Models write newline

Reference 2

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

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A Survey on Training-free Alignment of Large Language Models GPT-4 Technical Report

Reference 4

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This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

A Survey on Training-free Alignment of Large Language Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 6

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 7

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This paper cites Towards Inference-time Category-wise Safety Steering for Large Language Models.

A Survey on Training-free Alignment of Large Language Models Towards Inference-time Category-wise Safety Steering for Large Language Models

Reference 8

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Reference 9

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 10

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Reference 11

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Reference 12

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This paper cites PAD: Personalized Alignment of LLMs at Decoding-Time.

A Survey on Training-free Alignment of Large Language Models PAD: Personalized Alignment of LLMs at Decoding-Time

Reference 13

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A Survey on Training-free Alignment of Large Language Models Can Language Models be Instructed to Protect Personal Information?

Reference 14

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 15

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 16

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This paper cites ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time.

A Survey on Training-free Alignment of Large Language Models ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time

Reference 17

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This paper cites VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild.

A Survey on Training-free Alignment of Large Language Models VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild

Reference 18

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 19

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 20

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This paper cites Nudging: Inference-time Alignment of LLMs via Guided Decoding.

A Survey on Training-free Alignment of Large Language Models Nudging: Inference-time Alignment of LLMs via Guided Decoding

Reference 21

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 22

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 23

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This paper cites Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts.

A Survey on Training-free Alignment of Large Language Models Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts

Reference 24

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 25

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This paper cites CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration.

A Survey on Training-free Alignment of Large Language Models CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration

Reference 26

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 27

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A Survey on Training-free Alignment of Large Language Models Kwok, and Yu Zhang

Reference 28

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A Survey on Training-free Alignment of Large Language Models Measuring Massive Multitask Language Understanding

Reference 29

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A Survey on Training-free Alignment of Large Language Models LoRA: Low-Rank Adaptation of Large Language Models

Reference 30

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Reference 31

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A Survey on Training-free Alignment of Large Language Models Huang, Sailik Sengupta, Daniele Bonadiman, Yi an Lai, Arshit Gupta, Nikolaos Pappas, Saab Mansour, Katrin Kirchhoff, and Dan Roth

Reference 32

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A Survey on Training-free Alignment of Large Language Models Offset Unlearning for Large Language Models

Reference 33

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Reference 34

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Reference 35

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A Survey on Training-free Alignment of Large Language Models Inference Time Alignment with Reward-Guided Tree Search

Reference 36

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A Survey on Training-free Alignment of Large Language Models GPT-4o System Card

Reference 37

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A Survey on Training-free Alignment of Large Language Models Aligner: Efficient Alignment by Learning to Correct

Reference 38

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A Survey on Training-free Alignment of Large Language Models Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback

Reference 39

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Reference 40

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A Survey on Training-free Alignment of Large Language Models RapGuard: Safeguarding Multimodal Large Language Models via Rationale-aware Defensive Prompting

Reference 41

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A Survey on Training-free Alignment of Large Language Models ARGS: Alignment as Reward-Guided Search

Reference 42

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Reference 43

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A Survey on Training-free Alignment of Large Language Models HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models

Reference 44

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A Survey on Training-free Alignment of Large Language Models Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons

Reference 45

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A Survey on Training-free Alignment of Large Language Models Self-Detoxifying Language Models via Toxification Reversal

Reference 46

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A Survey on Training-free Alignment of Large Language Models Cascade Reward Sampling for Efficient Decoding-Time Alignment

Reference 47

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Reference 49

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 50

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 51

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A Survey on Training-free Alignment of Large Language Models Lin, Jacob Hilton, and Owain Evans

Reference 52

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A Survey on Training-free Alignment of Large Language Models Tuning Language Models by Proxy

Reference 53

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A Survey on Training-free Alignment of Large Language Models Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models

Reference 54

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A Survey on Training-free Alignment of Large Language Models VLM-Guard: Safeguarding Vision-Language Models via Fulfilling Safety Alignment Gap

Reference 55

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A Survey on Training-free Alignment of Large Language Models Decoding-time Realignment of Language Models

Reference 56

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

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A Survey on Training-free Alignment of Large Language Models LLM In-Context Recall is Prompt Dependent

Reference 59

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

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A Survey on Training-free Alignment of Large Language Models Cohen, and Mirella Lapata

Reference 61

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 62

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This paper cites LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked.

A Survey on Training-free Alignment of Large Language Models LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked

Reference 63

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 64

Resolution: verified exact; doi, observed 2026-08-05T21:18:53.372435Z

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Observation 1a2970d9-29a9-472a-8597-8a2dd92dfd72 · outbound

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 65

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This paper cites TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling.

A Survey on Training-free Alignment of Large Language Models TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling

Reference 66

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This paper cites Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models.

A Survey on Training-free Alignment of Large Language Models Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models

Reference 67

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This paper cites Large Language Models Show Human-like Social Desirability Biases in Survey Responses.

A Survey on Training-free Alignment of Large Language Models Large Language Models Show Human-like Social Desirability Biases in Survey Responses

Reference 68

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Observation c9b5aa86-d3fe-4938-8122-3eca36d266c8 · outbound

This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 69

Resolution: verified exact; doi, observed 2026-08-05T21:18:53.062793Z

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Observation f1bd0335-5f7d-4b0b-9dbc-ac006a68a3b8 · outbound

This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 70

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This paper cites Large Language Model Alignment: A Survey.

A Survey on Training-free Alignment of Large Language Models Large Language Model Alignment: A Survey

Reference 71

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A Survey on Training-free Alignment of Large Language Models Language Models are Multilingual Chain-of-Thought Reasoners

Reference 72

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This paper cites Decoding-Time Language Model Alignment with Multiple Objectives.

A Survey on Training-free Alignment of Large Language Models Decoding-Time Language Model Alignment with Multiple Objectives

Reference 73

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:46.896898Z

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Observation c7dc5593-c5f0-4239-ac62-cbd6288d8e1f · outbound

This paper cites Can large language models democratize access to dual-use biotechnology?.

A Survey on Training-free Alignment of Large Language Models Can large language models democratize access to dual-use biotechnology?

Reference 75

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 76

Resolution: verified exact; doi, observed 2026-08-05T21:18:52.862012Z

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Observation 31501f57-597b-4b2e-84c6-816b05175b9a · outbound

This paper cites P-Aligner: Enabling Pre-Alignment of Language Models via Principled Instruction Synthesis.

A Survey on Training-free Alignment of Large Language Models P-Aligner: Enabling Pre-Alignment of Language Models via Principled Instruction Synthesis

Reference 77

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:18:55.154758Z

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Observation 21372786-628d-4e6a-8b88-635811523191 · outbound

This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 78

Resolution: verified exact; doi, observed 2026-08-05T21:18:52.628956Z

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Observation deb561b6-5e2e-410a-9f4e-788615064a3c · outbound

This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 79

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Observation 380a00ec-c2f5-49ff-ac25-cfc81c284f0a · outbound

This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 80

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Observation dc1f9313-2586-4b70-842a-c024cb6e598b · outbound

This paper cites Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment.

A Survey on Training-free Alignment of Large Language Models Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment

Reference 81

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:18:54.875407Z

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Observation f3272f65-ba4a-496b-8a10-43314e782d94 · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

A Survey on Training-free Alignment of Large Language Models Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:47.815758Z

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Observation 39f2ab77-655f-4630-8574-8d29f7de1266 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

A Survey on Training-free Alignment of Large Language Models LLaMA: Open and Efficient Foundation Language Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:47.954391Z

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Observation 1dff0872-e298-4e8a-9a7a-0dabf964ac47 · outbound

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A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:48.105087Z

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Observation e66b6d59-adec-4a86-b339-95058fa23df2 · outbound

This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 85

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Observation f7256f71-0e64-4aa5-a38c-bba67624aa07 · outbound

This paper cites AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting.

A Survey on Training-free Alignment of Large Language Models AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting

Reference 86

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Observation 85a753f9-6bfc-45ea-99b9-89638003be12 · outbound

This paper cites Reinforcement Learning for LLM Post-Training: A Survey.

A Survey on Training-free Alignment of Large Language Models Reinforcement Learning for LLM Post-Training: A Survey

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:48.405513Z

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Observation 7bbdb906-2757-4b09-abf5-0001b09d1ebc · outbound

This paper cites Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations.

A Survey on Training-free Alignment of Large Language Models Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations

Reference 88

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Observation fff010ec-7ee7-418e-85e1-7b5d9633dfa5 · outbound

This paper cites Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era.

A Survey on Training-free Alignment of Large Language Models Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era

Reference 89

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Observation 224e2a8b-e672-49f6-b737-5864aa496f8b · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

A Survey on Training-free Alignment of Large Language Models Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 90

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This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:48.894163Z

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Unavailable: canonical work link unavailable.

Observation b0b0ce77-cd97-4ce9-b230-1575e9c3cc68 · outbound

This paper cites Autoregressive Models in Vision: A Survey.

A Survey on Training-free Alignment of Large Language Models Autoregressive Models in Vision: A Survey

Reference 92

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Observation bdd6f31d-c265-4ccb-8116-91d390a6478e · outbound

This paper cites Align on the Fly: Adapting Chatbot Behavior to Established Norms.

A Survey on Training-free Alignment of Large Language Models Align on the Fly: Adapting Chatbot Behavior to Established Norms

Reference 93

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:18:54.446775Z

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Observation e491323c-cac4-4d1f-9eb0-fb71d021fbfb · outbound

This paper cites GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment.

A Survey on Training-free Alignment of Large Language Models GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:49.339379Z

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Unavailable: canonical work link unavailable.

Observation 52e92eef-291b-4d52-bb87-f558d7bb04ee · outbound

This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:49.469848Z

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Unavailable: canonical work link unavailable.

Observation 0b0fb6d5-9e85-465a-88d3-191905b818b9 · outbound

This paper cites SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding.

A Survey on Training-free Alignment of Large Language Models SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:49.555908Z

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Unavailable: canonical work link unavailable.

Observation 15907410-2c1c-45db-893a-9099e598f125 · outbound

This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:49.732567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39147968-2e08-4d24-a65c-d5434be749fb · outbound

This paper cites Root Defence Strategies: Ensuring Safety of LLM at the Decoding Level.

A Survey on Training-free Alignment of Large Language Models Root Defence Strategies: Ensuring Safety of LLM at the Decoding Level

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:49.843031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bb01478-20a3-4b38-8afd-9537819fdc62 · outbound

This paper cites an unresolved cited work.

A Survey on Training-free Alignment of Large Language Models Unresolved cited work

Reference 99

Resolution: verified exact; doi, observed 2026-08-05T21:18:52.316593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6c58d5e8-3ea8-4c64-a9bb-2a0559340cd0 · outbound

This paper cites Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements.

A Survey on Training-free Alignment of Large Language Models Controllable Safety Alignment: Inference-Time Adaptation to Diverse Safety Requirements

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-05T21:18:50.126217Z

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