{"id":"https://openalex.org/W4412945278","doi":"https://doi.org/10.18653/v1/2025.acl-long.697","title":"Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking","display_name":"Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412945278","doi":"https://doi.org/10.18653/v1/2025.acl-long.697"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.697","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.697","pdf_url":"https://aclanthology.org/2025.acl-long.697.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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.acl-long.697.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113067512","display_name":"Haohao Luo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haohao Luo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095084159","display_name":"Jiayi Kuang","orcid":"https://orcid.org/0009-0009-5764-1398"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiayi Kuang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431650","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0001-6468-3232"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074799043","display_name":"Ying Shen","orcid":"https://orcid.org/0000-0002-3220-904X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ying Shen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054843960","display_name":"Jian Luan","orcid":"https://orcid.org/0000-0002-2383-226X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Luan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5049366790","display_name":"Yang Deng","orcid":"https://orcid.org/0000-0002-2795-6796"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Deng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"14232","last_page":"14251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.8677999973297119,"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"}},"topics":[{"id":"https://openalex.org/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.8677999973297119,"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/T12031","display_name":"Speech and dialogue systems","score":0.8517000079154968,"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/T12128","display_name":"AI in Service Interactions","score":0.8061000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7206025719642639},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5931191444396973},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5462285280227661},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5275654196739197},{"id":"https://openalex.org/keywords/experiential-learning","display_name":"Experiential learning","score":0.4864940047264099},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08640104532241821}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7206025719642639},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5931191444396973},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5462285280227661},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5275654196739197},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.4864940047264099},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08640104532241821},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.697","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.697","pdf_url":"https://aclanthology.org/2025.acl-long.697.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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-11378","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/10377","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.18653/v1/2025.acl-long.697","raw_type":"Conference Proceeding Article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-long.697","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.697","pdf_url":"https://aclanthology.org/2025.acl-long.697.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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412945278.pdf","grobid_xml":"https://content.openalex.org/works/W4412945278.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2693365417","https://openalex.org/W1966385878","https://openalex.org/W2966019666","https://openalex.org/W2374229278","https://openalex.org/W2945465523","https://openalex.org/W2361686311","https://openalex.org/W2078042687"],"abstract_inverted_index":{"Automating":[0],"web":[1,8,34,71,81],"navigation":[2],"which":[3,86],"aims":[4],"to":[5,14,29,63,89,100],"build":[6],"a":[7,78],"agent":[9,65,82],"that":[10],"follows":[11],"user":[12,104],"instructions":[13],"complete":[15],"tasks":[16],"like":[17],"booking":[18],"flights":[19],"by":[20,110],"interacting":[21],"with":[22,39,66],"websites,":[23],"has":[24],"received":[25],"increasing":[26],"attention":[27],"due":[28],"its":[30],"practical":[31],"value.Although":[32],"existing":[33],"agents":[35],"are":[36,49],"mostly":[37],"equipped":[38],"visual":[40],"perception,":[41],"planning,":[42],"and":[43,98,118,134],"memory":[44],"abilities,":[45],"their":[46],"reasoning":[47],"process":[48,94],"still":[50],"deviate":[51],"from":[52,112],"human":[53,60,92],"cognition.In":[54],"this":[55,74],"work,":[56],"we":[57,76],"study":[58],"the":[59,91,123,127],"thought":[61],"pattern":[62],"empower":[64],"more":[67],"human-like":[68],"abilities":[69],"in":[70,131],"navigation.To":[72],"tackle":[73],"problem,":[75],"propose":[77],"novel":[79],"multimodal":[80],"framework":[83],"called":[84],"WebExperT,":[85],"is":[87],"designed":[88],"emulate":[90],"planning":[93,117],"of":[95,129],"\"thinking":[96],"fast":[97],"slow\"":[99],"effectively":[101],"decompose":[102],"complex":[103],"instructions.Furthermore,":[105],"WebExperT":[106,130],"leverages":[107],"experiential":[108],"learning":[109],"reflecting":[111],"failure":[113],"for":[114],"continuously":[115],"refining":[116],"decision-making":[119],"outcomes.Experimental":[120],"results":[121],"on":[122],"MIND2WEB":[124],"benchmark":[125],"demonstrate":[126],"superiority":[128],"both":[132],"supervised":[133],"unsupervised":[135],"settings.":[136]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
