{"id":144735,"date":"1998-03-27T00:12:37","date_gmt":"1998-03-27T08:12:37","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/group\/natural-language-computing\/"},"modified":"2024-10-30T07:17:10","modified_gmt":"2024-10-30T14:17:10","slug":"general-artificial-intelligence","status":"publish","type":"msr-group","link":"https:\/\/www.microsoft.com\/en-us\/research\/group\/general-artificial-intelligence\/","title":{"rendered":"General Artificial Intelligence"},"content":{"rendered":"
\n\t
\n\t\t
\n\t\t\t\t\t<\/div>\n\t\t\n\t\t
\n\t\t\t\n\t\t\t
\n\t\t\t\t\n\t\t\t\t
\n\t\t\t\t\t\n\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\tReturn to Microsoft Research Lab – Asia\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n

General Artificial Intelligence<\/h1>\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

The General Artificial Intelligence (GenAI)<\/strong> Group is focusing on research of Large Foundation Models and General AI, Natural Language Processing, Speech Processing, Multimodal AI, and AI Agent.<\/p>\n\n\n\n

In the past few years, we have published and open sourced pioneering and high-impact research works and models, including UniLM, InfoXLM, XLM-E, MiniLM(-2), (m)E5, Layout(X)LM(-3), WavLM, BEiT(-3), Kosmos(-2), VALL-E, DeepNet, LongNet, (Gated) RetNet, YOCO \/ Decoder-Decoder Architecture, 1-bit LLMs \/ BitNet (b1.58 | a4.8), Q-Sparse \/ Fully Sparsely-Activated LLMs, DIFF (Differential Transformer), …<\/p>\n\n\n\n

Research Areas<\/b>
\n

    \n
  • Foundation Models: LLMs\/MLLMs<\/li>\n
  • General AI Fundamentals<\/li>\n
  • AI Agent<\/li>\n
  • NLP<\/li>\n
  • Speech<\/li>\n
  • Multimodal AI<\/li>\n<\/ul>\n<\/p>\n\n\n\n

    \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7ec4\u4e13\u6ce8\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u548c\u901a\u7528\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u7406\u8bba\u3001\u6a21\u578b\u3001\u7b97\u6cd5\u548c\u5e94\u7528\u7684\u7814\u7a76\u548c\u521b\u65b0\u3002\u76ee\u524d\u4e3b\u8981\u7684\u7814\u7a76\u5174\u8da3\u5305\u62ec\uff1a\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff0c\u901a\u7528\u667a\u80fd\u4f53\uff0c\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u8bed\u97f3\u5904\u7406\uff0c\u591a\u6a21\u6001\u4eba\u5de5\u667a\u80fd\u7b49\u3002<\/p>\n\n\n\n

    <\/div>\n\n\n\n\n\n

    <\/p>\n\n\n","protected":false},"excerpt":{"rendered":"

    The General Artificial Intelligence (GenAI) Group is focusing on research of Large Foundation Models and General AI, Natural Language Processing, Speech Processing, and Multimodal AI.<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_group_start":"","footnotes":""},"research-area":[13556,13545],"msr-group-type":[243694],"msr-locale":[268875],"msr-impact-theme":[],"class_list":["post-144735","msr-group","type-msr-group","status-publish","hentry","msr-research-area-artificial-intelligence","msr-research-area-human-language-technologies","msr-group-type-group","msr-locale-en_us"],"msr_group_start":"","msr_detailed_description":"","msr_further_details":"","msr_hero_images":[],"msr_research_lab":[199560,1012650],"related-researchers":[{"type":"user_nicename","display_name":"Lei Cui","user_id":32631,"people_section":"Group 1","alias":"lecu"},{"type":"user_nicename","display_name":"Li Dong","user_id":38811,"people_section":"Group 1","alias":"lidong1"},{"type":"user_nicename","display_name":"Shaohan Huang","user_id":39709,"people_section":"Group 1","alias":"shaohanh"},{"type":"user_nicename","display_name":"Yupan Huang","user_id":43368,"people_section":"Group 1","alias":"yupanhuang"},{"type":"user_nicename","display_name":"Tengchao Lv","user_id":40609,"people_section":"Group 1","alias":"tengchaolv"},{"type":"user_nicename","display_name":"Shuming Ma","user_id":39706,"people_section":"Group 1","alias":"shumma"},{"type":"user_nicename","display_name":"Liang Wang","user_id":41443,"people_section":"Group 1","alias":"wangliang"},{"type":"user_nicename","display_name":"Furu Wei","user_id":31830,"people_section":"Group 1","alias":"fuwei"},{"type":"user_nicename","display_name":"Nan Yang","user_id":33054,"people_section":"Group 1","alias":"nanya"},{"type":"user_nicename","display_name":"Dongdong Zhang","user_id":31677,"people_section":"Group 1","alias":"dozhang"},{"type":"user_nicename","display_name":"Xingxing Zhang","user_id":41446,"people_section":"Group 1","alias":"xizhang"}],"related-publications":[444675,444666,444657,443457,428700,381662,379370,363959,338990,331394,314438,296801,296795,296798,296762,168184,296774,836272,1100712,637800,957225,766654,1039074,485265,844183,1100721,639084,958491,767779,1039656,486381,862008,1100727,650901,962697,770647,1056759,486396,868425,1100733,666489,970137,773401,1073586,547743,883899,1100739,715033,975456,777148,1091979,637764,910161,1101000,741238,976449,786160,1092360,637770,928014,1101006,758350,987918,796849,1092393,637776,934158,1101012,758494,988116,815242,1095051,637782,944715,1101018,764509,995694,820222,1100691,637788,944721,1101027,764521,998745,824164,1100703,637794,952854,1101033,765937,1028190],"related-downloads":[234723,693600,734353],"related-videos":[],"related-projects":[],"related-events":[],"related-opportunities":[1059648],"related-posts":[],"tab-content":[],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/144735"}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-group"}],"version-history":[{"count":36,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/144735\/revisions"}],"predecessor-version":[{"id":1098801,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/144735\/revisions\/1098801"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=144735"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=144735"},{"taxonomy":"msr-group-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group-type?post=144735"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=144735"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=144735"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}