{"id":1156290,"date":"2025-11-25T18:34:27","date_gmt":"2025-11-26T02:34:27","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-project&#038;p=1156290"},"modified":"2025-12-01T22:37:54","modified_gmt":"2025-12-02T06:37:54","slug":"value-compass","status":"publish","type":"msr-project","link":"https:\/\/www.microsoft.com\/en-us\/research\/project\/value-compass\/","title":{"rendered":"Value Compass"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background- card-background--inset-right\">\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"723\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/11\/value-compass-banner-scaled.png\" class=\"attachment-full size-full\" alt=\"logo, icon\" style=\"\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/11\/value-compass-banner-scaled.png 2560w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/11\/value-compass-banner-300x85.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/11\/value-compass-banner-1024x289.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/11\/value-compass-banner-768x217.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/11\/value-compass-banner-1536x434.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/11\/value-compass-banner-2048x578.png 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/11\/value-compass-banner-240x68.png 240w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/>\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 \">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h1 class=\"wp-block-heading\" id=\"value-compass\">Value Compass<\/h1>\n\n\n\n<p><\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n<p><strong>Abstract:&nbsp;<\/strong><\/p>\n\n\n\n<p>Large Language Models (LLMs) have achieved remarkable breakthroughs, yet their growing integration into humans&#8217; everyday life raises important societal concerns. Incorporating diverse human values into these powerful generative models is critical for enhancing AI safety, respecting cultural and individual values, and potentially boosting the productivity and innovation of future human\u2013AI hybrid collectives. This project adopts an interdisciplinary approach, integrating AI research with philosophical, psychological, and social science perspectives on values,&nbsp;ethics&nbsp;and cultures. We focus on&nbsp;three&nbsp;fundamental research questions: RQ1:&nbsp;What values does AI have?&nbsp;We&nbsp;evaluate the value orientations&nbsp;and examine&nbsp;how the internal values of generative models influence their&nbsp;behaviour. RQ2: What values should AI adopt? We investigate whether LLMs exhibit stable value structures and which values best reduce harm and enhance user satisfaction. RQ3: How can AI be aligned with diverse and evolving human values across&nbsp;different&nbsp;cultural&nbsp;contexts? We aim to ensure alignment as models grow more capable and societal norms continue to shift. Through these efforts, we are developing&nbsp;systematic&nbsp;alignment frameworks&nbsp;that considers the clarify, adaptability, and transparency requirements. Our&nbsp;ultimate goal&nbsp;is to help build a symbiotic future in which humans and AI coexist, collaborate productively, and finally co-evolve.&nbsp;<\/p>\n\n\n\n<p><strong>Representative Publications:<\/strong>&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/pdf\/2510.18526?\" target=\"_blank\" rel=\"noopener noreferrer\">Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;NeurIPS&nbsp;2025.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aclanthology.org\/2025.acl-demo.64.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs\u2019 Value Evaluation<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. ACL 2025.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aclanthology.org\/2025.acl-long.1532.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. ACL 2025.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aclanthology.org\/2025.acl-long.1408.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;ACL 2025.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/pdf\/2406.14230?\" target=\"_blank\" rel=\"noopener noreferrer\">Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing.<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;ICML 2025.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2024\/file\/6c1d2496c04d1ef648d58684b699643f-Paper-Datasets_and_Benchmarks_Track.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;NeurIPS&nbsp;2024.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/pdf\/2404.12744\" target=\"_blank\" rel=\"noopener noreferrer\">Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;Arxiv&nbsp;2024.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/pdf\/2403.04204\" target=\"_blank\" rel=\"noopener noreferrer\">On the Essence and Prospect:&nbsp;An Investigation of Alignment Approaches for Big Models<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. IJCAI 2024.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/aclanthology.org\/2024.naacl-long.486.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Value FULCRA: Mapping Large Language Models to the Multidimensional Spectrum of Basic Human Values<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. NAACL 2024.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/pdf\/2310.11053\" target=\"_blank\" rel=\"noopener noreferrer\">Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. ICLR 2024.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/pdf\/2308.12014\" target=\"_blank\" rel=\"noopener noreferrer\">From Instructions to Intrinsic Human Values \u2014 A Survey of Alignment Goals for Big Models<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;Arxiv&nbsp;2023.&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/pdf\/2310.17551\" target=\"_blank\" rel=\"noopener noreferrer\">Unpacking the Ethical Value Alignment in Big Models<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;Journal of Computer Research and Development, 2023, 60(9).&nbsp;<\/li>\n<\/ul>\n\n\n\n<p><strong>Open-source contributions:<\/strong>&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/github.com\/microsoft\/ValueCompass\/tree\/main\/Value_FULCRA\" target=\"_blank\" rel=\"noopener noreferrer\">FULCRA:&nbsp;An Alignment dataset grounded in&nbsp;Schwartz Theory of Basic Human Values<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><strong>&nbsp;<\/strong>&nbsp;<\/li>\n<\/ul>\n\n\n\n<p><strong>Other achievements:<\/strong>&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/valuecompass.github.io\/#\/benchmarks\/benchmarks\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>Value Compass Benchmarks<\/strong>: A comprehensive, self-evolving, and pluralistic evaluation platform for LLM values, grounded in basic values and generative, evolving assessments.<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>More Information:&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/valuecompass.github.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">Value Compass Homepage<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;<\/p>\n\n\n\n\n\n<p><strong>Research Team:<\/strong>&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column card material-card h-100 text-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail rounded-circle embed-responsive w-50 mt-3 mb-3\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/10\/xiaoyuan-yi-1-150x150.jpg\" alt=\"Xiaoyuan Yi\" class=\"wp-image-1096302\" style=\"object-fit:cover\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/10\/xiaoyuan-yi-1-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/10\/xiaoyuan-yi-1-180x180.jpg 180w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/10\/xiaoyuan-yi-1.jpg 300w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/xiaoyuanyi\/\">Xiaoyuan Yi<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\">Senior Researcher<\/p>\n\n\n\n<p class=\"has-text-align-center\">Microsoft Research Asia<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column card material-card h-100 text-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail rounded-circle embed-responsive w-50  mt-3 mb-3\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/08\/Photo_size1_fixed-150x150.jpg\" alt=\"Jing Yao\" class=\"wp-image-866955\" style=\"object-fit:cover\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/08\/Photo_size1_fixed-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/08\/Photo_size1_fixed-180x180.jpg 180w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2022\/08\/Photo_size1_fixed-358x360.jpg 358w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jingyao\/\">Jing Yao<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\">Researcher<\/p>\n\n\n\n<p class=\"has-text-align-center\">Microsoft Research Asia<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column card material-card h-100 text-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail rounded-circle embed-responsive w-50  mt-3 mb-3\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/06\/Beibei-Shi-150x150.jpg\" alt=\"Beibei Shi\" class=\"wp-image-1046838\" style=\"object-fit:cover\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/06\/Beibei-Shi-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/06\/Beibei-Shi-300x300.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/06\/Beibei-Shi-180x180.jpg 180w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/06\/Beibei-Shi.jpg 346w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/besh\/\">Beibei Shi<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\">Principal&nbsp;Research PM<\/p>\n\n\n\n<p class=\"has-text-align-center\">Microsoft Research Asia<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column card material-card h-100 text-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail rounded-circle embed-responsive w-50  mt-3 mb-3\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/09\/YangOU-150x150.jpg\" alt=\"a person posing for the camera\" class=\"wp-image-508265\" style=\"object-fit:cover\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/09\/YangOU-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/09\/YangOU-180x180.jpg 180w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2018\/09\/YangOU-360x360.jpg 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/yaou\/\">Yang Ou<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\">Senior Designer<\/p>\n\n\n\n<p class=\"has-text-align-center\">Microsoft Research Asia<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column card material-card h-100 text-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail rounded-circle embed-responsive w-50  mt-3 mb-3\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/11\/ScarlettLi-5fa79c50ec90d-150x150.jpg\" alt=\"Scarlett Li\" class=\"wp-image-704308\" style=\"object-fit:cover\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/11\/ScarlettLi-5fa79c50ec90d-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2020\/11\/ScarlettLi-5fa79c50ec90d-180x180.jpg 180w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/scarli\/\">Scarlett Li<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\">Director of Research & Development<\/p>\n\n\n\n<p class=\"has-text-align-center\">Microsoft Research Asia<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column card material-card h-100 text-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-thumbnail rounded-circle embed-responsive w-50  mt-3 mb-3\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/10\/xing-xie-150x150.jpg\" alt=\"Xing Xie\" class=\"wp-image-1153870\" style=\"object-fit:cover\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/10\/xing-xie-150x150.jpg 150w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/10\/xing-xie-300x300.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/10\/xing-xie-1024x1024.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/10\/xing-xie-768x768.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/10\/xing-xie-1536x1536.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/10\/xing-xie-2048x2048.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/10\/xing-xie-180x180.jpg 180w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/10\/xing-xie-360x360.jpg 360w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-center\"><strong><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/xingx\/\">Xing Xie<\/a><\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\">Assistant&nbsp;Managing Director<\/p>\n\n\n\n<p class=\"has-text-align-center\">Microsoft Research Asia<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><strong>Collaborators:<\/strong>&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Roy Lee,&nbsp;Assistant Professor,&nbsp;Information Systems Technology and Design Pillar, Singapore University of Technology and Design&nbsp;<\/li>\n\n\n\n<li>Xiting&nbsp;Wang,&nbsp;Associate Professor,&nbsp;Gaoling School of Artificial Intelligence,&nbsp;Renmin University of China&nbsp;<\/li>\n\n\n\n<li>Xiao Zhou,&nbsp;Assistant&nbsp;Professor, Gaoling School of Artificial Intelligence,&nbsp;Renmin University of China&nbsp;<\/li>\n\n\n\n<li>Peng Zhang, Associate Professor, School of Computer Science, Fudan University&nbsp;<\/li>\n\n\n\n<li>Linus Huang, Assistant Professor,&nbsp;Department of Cultural and&nbsp;Religious&nbsp;Studies,&nbsp;The Chinese University of Hong Kong&nbsp;<\/li>\n\n\n\n<li>JinYeong&nbsp;Bak,&nbsp;Associate Professor,&nbsp;College of Computing and Informatics,&nbsp;SungKyunKwan&nbsp;University&nbsp;<\/li>\n<\/ul>\n\n\n\n\n\n<p><strong>Chinese Articles:<\/strong>&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/value-compass-benchmarks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Value Compass Benchmarks\u81ea\u8fdb\u5316\u8bc4\u6d4b\u6846\u67b6\uff0c\u6df1\u5ea6\u5256\u6790\u5927\u6a21\u578b\u201c\u4e09\u89c2\u201d<\/a><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/wwwhtbprolmicrosofthtbprolcom-s.evpn.library.nenu.edu.cn\/en-us\/research\/articles\/value-compass-benchmarks\/\" target=\"_blank\" rel=\"noopener noreferrer\">.<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u00a02025.07\u00a0<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/dl.ccf.org.cn\/article\/articleDetail.html?type=xhtx_thesis&_ack=1&id=7517784791336960\" target=\"_blank\" rel=\"noopener noreferrer\">CCF&nbsp;\u901a\u8baf\u6587\u7ae0:&nbsp;\u4ef7\u503c\u89c2\u7f57\u76d8\u8bc4\u4f30\u4e2d\u5fc3\uff1a\u9762\u5411\u4eba\u673a\u4ea4\u4e92\u7684\u5927\u6a21\u578b\u4ef7\u503c\u89c2\u8bc4\u6d4b\u5e73\u53f0<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. 2025.05&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/dl.ccf.org.cn\/article\/articleDetail.html?type=xhtx_thesis&_ack=1&id=7298573780109312\" target=\"_blank\" rel=\"noopener noreferrer\">CCF&nbsp;\u901a\u8baf\u6587\u7ae0:&nbsp;\u4ef7\u503c\u89c2\u53f8\u5357\uff1a\u4ece\u5177\u4f53AI\u98ce\u9669\u5230\u5927\u6a21\u578b\u57fa\u672c\u4ef7\u503c\u89c2<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. 2024.12&nbsp;<\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/value-compass\/?msockid=3a23b2a65bca691d0bbba4fc5a536829\" target=\"_blank\" rel=\"noreferrer noopener\">\u4ef7\u503c\u89c2\u7f57\u76d8\uff1a\u5982\u4f55\u8ba9\u5927\u6a21\u578b\u4e0e\u4eba\u7c7b\u4ef7\u503c\u89c2\u5bf9\u9f50?<\/a>&nbsp;2024.09&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/mp.weixin.qq.com\/s\/B-CeM3_oJahLcn5_RITtVQ\" target=\"_blank\" rel=\"noopener noreferrer\">\u96c6\u667a:&nbsp;\u4ef7\u503c\u89c2\u7f57\u76d8\uff1a\u5982\u4f55\u8ba9\u5927\u6a21\u578b\u4e0e\u4eba\u7c7b\u4ef7\u503c\u89c2\u5bf9\u9f50?<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;2024.04&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/mp.weixin.qq.com\/s\/i8-2ScUwQHkpbfiHw9ViYg\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>\u8ba9<\/strong>AI\u62e5\u6709\u4eba\u7c7b\u7684\u4ef7\u503c\u89c2\uff0c\u548c\u8ba9AI\u62e5\u6709\u4eba\u7c7b\u667a\u80fd\u540c\u6837\u91cd\u8981<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.2023.10&nbsp;<\/li>\n<\/ul>\n\n\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/mp.weixin.qq.com\/s\/borSdSSbKyuDmZhpggqTaQ\" target=\"_blank\" rel=\"noopener noreferrer\">\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u4eba\u5de5\u667a\u80fd\u6cbb\u7406\u7814\u7a76\u9662\uff1a&nbsp;\u201c\u4eba\u5de5\u667a\u80fd\u4ef7\u503c\u5bf9\u9f50\u7684\u7406\u8bba\u4e0e\u5b9e\u8df5\u201d\u4e13\u9898\u5b66\u672f\u7814\u8ba8\u4f1a<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. 2025.09&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/sstd2025.github.io\/keynotes.html\" target=\"_blank\" rel=\"noopener noreferrer\">Keynote Talk at International Symposium on Spatial and Temporal Data Conference:&nbsp;Mapping Cultural Values Across Regions for AI Alignment<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. 2025.08&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.far.ai\/events\/sessions\/xiaoyuan-yi-value-compass-leaderboard-platform-for-llms-value-evaluation\" target=\"_blank\" rel=\"noopener noreferrer\">Alignment Workshop: Value Compass Leaderboard-Platform for LLMs\u2019 Value Evaluation.<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;2025.04.&nbsp;<\/li>\n\n\n\n<li>TEDx:&nbsp;\u4ef7\u503c\u89c2\u7f57\u76d8\uff1a\u7167\u4eae\u4eba\u673a\u5171\u751f\u4e4b\u8def. 2024.05.&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/mp.weixin.qq.com\/s\/AUPIvVAN-KEbMHyugBAYRQ\" target=\"_blank\" rel=\"noopener noreferrer\">Talk Introduction<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.youtube.com\/watch?v=EOmuxol26N8\" target=\"_blank\" rel=\"noopener noreferrer\">Chinese Version<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/mp.weixin.qq.com\/s\/NDvgZeaEODio_oxw-zihrg\" target=\"_blank\" rel=\"noopener noreferrer\">English Version<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.&nbsp;&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/pattern.swarma.org\/study_group_issue\/662\" target=\"_blank\" rel=\"noopener noreferrer\">\u96c6\u667a:&nbsp;\u5728\u57fa\u672c\u4ef7\u503c\u7a7a\u95f4\u4e2d\u5b9e\u73b0\u5927\u6a21\u578b\u5bf9\u9f50\u7684BaseAlign\u7b97\u6cd5<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. 2024.04&nbsp;<\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/dl.ccf.org.cn\/video\/videoDetail.html?_ack=1&id=6806153663596544\" target=\"_blank\" rel=\"noopener noreferrer\">CCF&nbsp;\u5b66\u751f\u9886\u822a\u8ba1\u5212Talk:&nbsp;\u4eceAI\u5b89\u5168\u5230\u57fa\u672c\u4ef7\u503c\u89c2\u5bf9\u9f50<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>. 2023.12.&nbsp;<\/li>\n<\/ul>\n\n\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Abstract:&nbsp; Large Language Models (LLMs) have achieved remarkable breakthroughs, yet their growing integration into humans&#8217; everyday life raises important societal concerns. Incorporating diverse human values into these powerful generative models is critical for enhancing AI safety, respecting cultural and individual values, and potentially boosting the productivity and innovation of future human\u2013AI hybrid collectives. This project [&hellip;]<\/p>\n","protected":false},"featured_media":1156318,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13556,13559],"msr-locale":[268875],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-1156290","msr-project","type-msr-project","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-research-area-social-sciences","msr-locale-en_us","msr-archive-status-active"],"msr_project_start":"","related-publications":[],"related-downloads":[],"related-videos":[],"related-groups":[],"related-events":[],"related-opportunities":[],"related-posts":[],"related-articles":[],"tab-content":[],"slides":[],"related-researchers":[],"msr_research_lab":[199560,1012650],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/1156290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-project"}],"version-history":[{"count":28,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/1156290\/revisions"}],"predecessor-version":[{"id":1157198,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/1156290\/revisions\/1157198"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/1156318"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1156290"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1156290"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1156290"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=1156290"},{"taxonomy":"msr-pillar","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-pillar?post=1156290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}