Value Alignment

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

14 new papers

A weekly snapshot of new work published in Value Alignment.

Period ending 2026-09-14

16 new papers

A weekly snapshot of new work published in Value Alignment.

Period ending 2026-09-07

19 new papers

A weekly snapshot of new work published in Value Alignment.

Inside this field

Focused directions

581 papers

Latest in Value Alignment

Browse all topics →
CardsList

  1. Forecasting Side Effects of Activation Steering

    Jul 28, 2026Chong Yong Ong, Alson Wei Jie Sim, Peixin Zhang +1Activation SteeringSteering

  2. COVENANT: Natural-Language Workflow Compilation for Aligned Agent Execution

    Jul 28, 2026Jincheng Wang, Min Zheng, Tao WeiAgentic WorkflowsWorkflow Automation and Optimization

  3. MEDit-Bench: A Dataset for Evaluating Message-Driven Narrative Video Editing

    Jul 28, 2026Katsuya Ogata, Zongshang Pang, Mayu Otani +1Video EditingMultimodal Knowledge Editing

  4. Interactive Alignment

    Jul 27, 2026Sylvain ChassangGame TheoryArtificial Intelligence Alignment

  5. Mechanisms of Width Scaling in Normalized Residual Networks: The Effective Alignment Dimension

    Jul 27, 2026Jinhao Zhang, Zeyu Liu, Zicheng Yan +4Residual ConnectionsResidual Learning

  6. Epistemic Norms for AI Safety and Alignment Research

    Jul 27, 2026Keivan NavaieArtificial Intelligence SafetyEpistemic Actions

  7. Beyond a Global Norm: Personalizing Toxicity Sensitivity in Language Models Without Retraining

    Jul 25, 2026Rares A. C. Diaconescu, Iulia Slanina, Alina Florea +5ToxicityLarge Language Model Alignment

  8. Beyond Direct Answering: Aligning Educational LLMs as Socratic Guides via Heuristic Reinforcement Learning

    Jul 25, 2026Xiaokun Wang, Siyu Song, Wentao Liu +1Socratic DialogueLarge Language Model Alignment

  9. Evolution-Aware MSA Reasoning for Subsampling via Factor Graphs

    Jul 24, 2026Zhangzhi Xiong, Minzhang Li, Haotian Yu +6Protein Data BankFeature Alignment

  10. Why Large Language Models and Humans Converge and Diverge in Evaluating Creativity

    Jul 24, 2026Pengzhao Lyu, Yeun Joon Kim, Hanlin Xiao +1CreativityLarge Language Model Evaluation

  11. Beyond Shapley: An Influence-Based Data Auditing Pipeline for LLM Alignment and Evaluation

    Jul 24, 2026Yunting Song, Matthew Watson, Peter Grabowski +1Large Language Model AlignmentLarge Language Model Evaluation

  12. Co-design of LLM-based preference agents: participation may drive overtrust

    Jul 23, 2026Michael J. FellParticipationCo-Design

  13. Emergent Misalignment Recruits a Pre-existing Persona Subspace

    Jul 23, 2026Mohammed Suhail B NadafMisalignmentHarmful Fine-Tuning

  14. A Unified Moral-Value Dataset for Instruction Tuning

    Jul 23, 2026Zhaohui Zeng, Florian MaiInstruction TuningMoral Reasoning

  15. LKValues: Aligning Large Language Models with Sri Lankan Societal Values

    Jul 22, 2026Nethmi Muthugala, Supryadi, Surangika Ranathunga +7Large Language Model AlignmentMultilingual Large Language Models

  16. Online Variance Reduction for Domain Adaptation on Streaming Data

    Jul 22, 2026Andrea NapoliVariance ReductionDomain Adaptation

  17. Variance-reduced Domain Adaptation using Paired Sampling

    Jul 22, 2026Andrea NapoliDomain AdaptationVariance Reduction

  18. Sympathetic Framing: Evaluating AI Alignment across Sociodemographic Groups

    Jul 22, 2026Haran Shani-Narkiss, Michael Fire, Oren TsurLarge Language Model BiasArtificial Intelligence Alignment

  19. Not All Patches are Equal: Sampling Matters for Visible-Infrared Pre-Training

    Jul 22, 2026Qiwei Ma, Bin Deng, Junjie Zhu +5InfraredFeature Alignment

  20. D2VBench: Benchmarking Large Language Models with Value Dilemmas in Daily Scenarios

    Jul 22, 2026Siyi Hao, Yidi Cao, Linhao Yu +2Large Language Model AlignmentReal-World

  21. Guardrails as Scapegoats: Auditing Unfaithful Safety Refusals in Tool-Augmented LLM Agents

    Jul 21, 2026Aarushi SinghLarge Language Model SafetyUntrusted Input

  22. KALE: Kernel Alignment with Loss Equilibration for Stable CLIP-DINOv2 Alignment at Web Scale

    Jul 21, 2026Michał PawłowiczValue AlignmentScalability

  23. The Story Shapes the Agent: Narrative Priors in LLM Behavior

    Jul 20, 2026Yixuan Wang, James Lester, Shashank SrivastavaPersonaNarratives

  24. How Does Alignment Tuning Shape Representations of Sycophancy and Related Cue-Induced Biases in LLMs?

    Jul 20, 2026Prakhar Gupta, Terry Jingchen Zhang, Florent Draye +2Large Language Model BiasLarge Language Model Alignment

  25. Pancasila-Dilemmas: Evaluating Large Language Models on Indonesian Human Value Dilemmas Grounded in Pancasila

    Jul 20, 2026Supryadi, Irfan, Julianti +4Human ValuesLarge Language Model Alignment

  26. Position: We Need Practical AI Alignment Methods to Mirror Human Reasoning

    Jul 20, 2026Vijay Keswani, Breanna K. Nguyen, Cyrus Cousins +3Artificial Intelligence AlignmentArtificial Intelligence Systems

  27. STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMs

    Jul 19, 2026Ye Wang, Hongjun Wang, Hao Fang +7Unified Multimodal ModelsBridging Language

  28. A Method for Learning Value Systems in Generative AI

    Jul 18, 2026Andrés Holgado-Sánchez, Holger Billhardt, Sascha OssowskiGenerative Artificial IntelligenceArtificial Intelligence Alignment

  29. How Do VLMs Fail? Vision-Operation Misalignment in Compositional VQA

    Jul 17, 2026Navya Gupta, Bingjie Xu, Avinash Anand +2Reasoning FailuresMisalignment

  30. Neural spectroscopy of AlphaFold2 reveals encoded protein conformational landscapes

    Jul 17, 2026Kaustav MehtaConformational EnsemblesProtein Data Bank

  31. Align AI to Dynamic Human-AI Workflows

    Jul 15, 2026Valerie Chen, Cleotilde Gonzalez, Anita Williams Woolley +4Artificial Intelligence AlignmentHuman-Ai Interaction

  32. Fine-grained CLIP fine-tuning with self-annotated region alignment

    Jul 15, 2026Chenyang Zhao, Wei Lin, Antoni B. Chan +1Fine-Grained PerceptionFeature Alignment

  33. Exploring Post-Training Alignment of Small Language Models for Biomedical Data-to-Text Generation: A Case Study of Medication Leaflet

    Jul 15, 2026Xi Yang, Guodong Liu, Chuqin Li +10Large Language Model AlignmentSmall Language Models

  34. Meta-Learning Preferences for Multilingual LLM Alignment

    Jul 14, 2026Jiaying Lin, Seongho Son, Nam Phuong Tran +3Cross-Lingual AlignmentLarge Language Model Alignment

  35. What Models Express, Suppress, and Resist: Auditing Open-Weight LLMs with Persona Vectors

    Jul 14, 2026Winston Zeng, Ali Emami, Jinho ChoiPersonalityBehavioral Alignment

  36. Contrasting statistical patterns in melodic and molecular evolution reveal distinctive constraints in a culturally evolving system

    Jul 14, 2026John M McBride, W Tecumseh FitchFeature AlignmentEvolution

  37. Reproducing human biases in route choice using large language models: Toward scalable behavioral modeling

    Jul 13, 2026Jiangtao Han, Shoufeng Ma, Shuxian Xu +4Large Language Model Decision-MakingBehavioral Alignment

  38. Fast Whole-Brain, Geometry-Aware Functional Alignment for Cross-Subject Decoding

    Jul 12, 2026Pierre-Louis Barbarant, Florent Meyniel, Bertrand ThirionBrain Magnetic Resonance ImagingHuman Visual Cortex

  39. Toward Contemplative LLM: A Modular Framework for Evaluating and Enhancing LLM Alignment in Mental Health

    Jul 12, 2026Asher Sprigler, Yang-Yang Feng, Iftach Amir +5Large Language Model EvaluationLarge Language Model Alignment

  40. modelDNA: Calibrated Lineage Verification and Merge Decomposition from Sampled Weight Fingerprints

    Jul 12, 2026Muhammad Awais Bin Adil, Saad AamirLineagesFingerprint

  41. Demographic Prompting at Scale: When More Attributes Hurt LLM--Human Agreement

    Jul 12, 2026Mahammed Kamruzzaman, Shrabon Kumar Das, Gene Louis KimDemographicsLarge Language Model Alignment

  42. Scalable Optimal Transport Algorithm for Network Alignment

    Jul 11, 2026Elaheh Hassani, Durga Mandarapu, Qi Yu +2Feature AlignmentOptimal Transport

  43. An Emergent Mirage: Is Emergent Misalignment and Realignment Indeed a Robust Phenomenon?

    Jul 10, 2026Abhinav Rao, Liancheng Gong, Bin Hu +1MisalignmentLarge Language Model Alignment

  44. LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models

    Jul 9, 2026Cheng-De Fan, Chun-Wei Tuan Mu, Chen-Wei Chang +4Pre-Trained Video Diffusion ModelsLarge Inter-Frame Displacements

  45. Early to Share, Late to Save: Synchronisation-Driven Communication Gating in Bandwidth-Constrained Cooperative VLN

    Jul 9, 2026Arav Gupta, Nivedan Yakolli, Avinash GautamVision-Language NavigationFeature Alignment

  46. Towards Mechanistically Understanding Why Memorized Knowledge Fails to Generalize in Large Language Model Finetuning

    Jul 9, 2026Lu Dai, Ziyang Rao, Yili Wang +3MemorizationKnowledge Gaps

  47. PLURAL: A Global Dataset for Value Alignment

    Jul 9, 2026Dhruv Agarwal, Anya Shukla, Tanya Goyal +1Pluralistic AlignmentHuman Values

  48. Efficient Safety Alignment of Language Models via Latent Personality Traits

    Jul 8, 2026Mohamed Amine Merzouk, Nolan Smyth, Damiano Fornasiere +3Safety AlignmentLarge Language Model Alignment

  49. Reasoning Consistency Scanning: A Framework for Auditing Chain-of-Thought Validity in AI Safety Evaluations

    Jul 8, 2026Silvia SantanoSelf-ConsistencyArtificial Intelligence Safety

  50. Online Data Selection Is Implicit Alignment

    Jul 8, 2026Aoxiong Zeng, Yuxin Yang, Xiangquan YangValue AlignmentOnline Data Selection

  51. Learning Structured Visual Compositional Representations for Weakly Supervised Referring Expression Comprehension

    Jul 6, 2026Lian Xu, Mohammed Bennamoun, Farid Boussaid +3ExpressionFeature Alignment

  52. Predicting Therapeutic Outcome via Aligning Patient-Specific Knowledge Graph and Gene-Level Perturbation Representations

    Jul 6, 2026Dongmin Bang, Sugyun An, Inyoung Sung +3Spatial TranscriptomicsBiomedical Knowledge Graph

  53. Transplanting, inverting, and preventing a misalignment persona: method-conditional emergent misalignment in Qwen2.5

    Jul 5, 2026Lyndon Drake, Zandi EberstadtMisalignmentLarge Language Model Alignment

  54. Uncertainty-Aware Abstention in Large Language Models with Provable Alignment Guarantees

    Jul 5, 2026Sijin Dong, Hiroyuki ShinnouLarge Language Model UncertaintyLarge Language

  55. Smooth %\%MinMax: A Differentiable Relaxation for Codon Harmonization

    Jul 4, 2026Yoonho Jeong, Hyunwoo Choi, Ryan Fernandez Medina Hariri +3Feature AlignmentFlat Minima

  56. Aligning Language Models with Selective Prediction

    Jul 3, 2026Gaoxiang Luo, Yifan Wu, Sinian Zhang +2Large Language Model AlignmentLarge Language Model Reliability

  57. Alignment-Guided Largest Table Overlap Size Estimation

    Jul 3, 2026Ge Lee, Shixun Huang, Zhifeng Bao +2Tabular DataFeature Alignment

  58. Oyster-II: Reinforcement Learning for Constructive Safety Alignment in Large Language Models

    Jul 3, 2026Jiyang Guan, Yong Xie, Jun Chen +6Safety AlignmentLarge Language Model Alignment

  59. Robust 3D Alignment of Generative Reconstructions via Partial Monocular Observations

    Jul 1, 2026Yuchen Zhang, Luanyuan Dai, Yiwei Wang +73D ReconstructionMonocular Videos

  60. Understanding Why Language Models Hallucinate: Testing Reasoning Against Priors

    Jul 1, 2026Yangfan Hu, Xuhan Tong, Haoyue Bai +5Large Language Model HallucinationHallucinations