{"id":"https://openalex.org/W4416037454","doi":"https://doi.org/10.18653/v1/2025.emnlp-demos.69","title":"ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents","display_name":"ResearStudio: A Human-intervenable Framework for Building Controllable Deep Research Agents","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416037454","doi":"https://doi.org/10.18653/v1/2025.emnlp-demos.69"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2025.emnlp-demos.69","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-demos.69","pdf_url":"https://aclanthology.org/2025.emnlp-demos.69.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.emnlp-demos.69.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120309259","display_name":"Linyi Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I145610796","display_name":"Southern University and Agricultural and Mechanical College","ror":"https://ror.org/04r3m2882","country_code":"US","type":"education","lineage":["https://openalex.org/I145610796"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Linyi Yang","raw_affiliation_strings":["Southern University of Science and Technology Resear AI Resear AI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology Resear AI Resear AI","institution_ids":["https://openalex.org/I145610796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120309260","display_name":"Yixuan Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I145610796","display_name":"Southern University and Agricultural and Mechanical College","ror":"https://ror.org/04r3m2882","country_code":"US","type":"education","lineage":["https://openalex.org/I145610796"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yixuan Weng","raw_affiliation_strings":["Southern University of Science and Technology Resear AI Resear AI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern University of Science and Technology Resear AI Resear AI","institution_ids":["https://openalex.org/I145610796"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145610796"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37412279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"896","last_page":"905"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.09880000352859497,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.09880000352859497,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.04270000010728836,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.03629999980330467,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3154999911785126},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.2818000018596649},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.2720000147819519},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.26080000400543213},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2603999972343445}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5340999960899353},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3154999911785126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29429998993873596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28369998931884766},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.26080000400543213},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2547000050544739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.emnlp-demos.69","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-demos.69","pdf_url":"https://aclanthology.org/2025.emnlp-demos.69.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.emnlp-demos.69","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-demos.69","pdf_url":"https://aclanthology.org/2025.emnlp-demos.69.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416037454.pdf","grobid_xml":"https://content.openalex.org/works/W4416037454.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Current":[0],"deep-research":[1],"agents":[2],"run":[3,83],"in":[4],"a":[5,40,50,54,67],"\"fire-andforget\"":[6],"mode:":[7],"once":[8],"started,":[9],"they":[10],"give":[11],"users":[12],"no":[13],"way":[14],"to":[15,49,66,140,144],"fix":[16],"errors":[17],"or":[18,81],"add":[19],"expert":[20],"knowledge":[21],"during":[22],"execution.We":[23],"present":[24],"RESEARSTUDIO,":[25],"the":[26,72,76,79,105,142],"first":[27],"open-source":[28],"framework":[29],"that":[30,117],"places":[31],"realtime":[32],"human":[33,123],"control":[34,124],"at":[35,135],"its":[36],"core.The":[37],"system":[38],"follows":[39],"Collaborative":[41],"Workshop":[42],"design.A":[43],"hierarchical":[44],"Planner-Executor":[45],"writes":[46],"every":[47],"step":[48],"live":[51],"\"plan-as-document,\"":[52],"and":[53,63,86,93,113,121,130,150],"fast":[55],"communication":[56],"layer":[57],"streams":[58],"each":[59],"action,":[60],"file":[61],"change,":[62],"tool":[64],"call":[65],"web":[68],"interface.At":[69],"any":[70],"moment,":[71],"user":[73],"can":[74,125],"pause":[75],"run,":[77],"edit":[78],"plan":[80],"code,":[82,128],"custom":[84],"commands,":[85],"resume":[87],"-switching":[88],"smoothly":[89],"between":[90],"AI-led,":[91],"human-assisted":[92],"human-led,":[94],"AI-assisted":[95],"modes.In":[96],"fully":[97],"autonomous":[98],"mode,":[99],"ResearStudio":[100],"achieves":[101],"stateof-the-art":[102],"results":[103,115],"on":[104,148],"GAIA":[106],"benchmark,":[107],"surpassing":[108],"systems":[109],"like":[110],"OpenAI's":[111],"DeepResearch":[112],"Manus.These":[114],"show":[116],"strong":[118],"automated":[119],"performance":[120],"fine-grained":[122],"coexist.The":[126],"full":[127],"protocol,":[129],"evaluation":[131],"scripts":[132],"are":[133],"available":[134],"https://":[136],"github.com/ResearAI/ResearStudio.We":[137],"will":[138],"continue":[139],"update":[141],"repository":[143],"encourage":[145],"further":[146],"work":[147],"safe":[149],"controllable":[151],"research":[152],"agents.":[153]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-11-08T00:00:00"}
