{"id":"https://openalex.org/W4403791602","doi":"https://doi.org/10.1145/3664647.3676595","title":"From Assistants to Agents in the LLM Era","display_name":"From Assistants to Agents in the LLM Era","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4403791602","doi":"https://doi.org/10.1145/3664647.3676595"},"language":"en","primary_location":{"id":"doi:10.1145/3664647.3676595","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3676595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065856469","display_name":"Pascale Fung","orcid":"https://orcid.org/0000-0002-0628-7132"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Pascale Fung","raw_affiliation_strings":["Centre for AI Research, HKUST & FAIR, Meta France, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Centre for AI Research, HKUST & FAIR, Meta France, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065856469"],"corresponding_institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29512616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.8270999789237976,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.8270999789237976,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13191","display_name":"Dispute Resolution and Class Actions","score":0.800599992275238,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4975602924823761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4975602924823761}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3664647.3676595","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3676595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"AI":[0,11,31,70,88,91],"assistants":[1,26,71,89],"have":[2],"been":[3],"in":[4,72,123],"our":[5],"lives":[6],"since":[7],"the":[8,17,48,60,68,73,85,95,102,124],"1990s.":[9],"Building":[10],"agents":[12],"from":[13],"LLMs":[14,126],"has":[15],"changed":[16],"way":[18],"we":[19,97],"do":[20],"research,":[21],"development":[22],"and":[23,38,56,93,101,116],"deployment":[24],"of":[25,36,84,87,109,133],"as":[27,129],"agents.":[28],"Agents":[29,110],"are":[30,67],"systems":[32],"with":[33],"various":[34],"degrees":[35],"reasoning":[37],"planning,":[39],"that":[40,111],"can":[41],"anticipate":[42],"user":[43,64],"needs,":[44,53],"autonomously":[45],"figure":[46],"out":[47],"steps":[49],"to":[50,59,62,90],"fulfil":[51],"such":[52],"access":[54],"knowledge":[55],"tools":[57],"external":[58],"LLM,":[61],"accomplish":[63],"tasks.":[65],"They":[66],"new":[69],"LLM":[74],"era.":[75],"In":[76],"this":[77],"talk,":[78],"I":[79],"will":[80,127],"give":[81],"an":[82,130],"overview":[83],"evolution":[86],"agents,":[92,135],"outline":[94],"challenges":[96],"still":[98],"face":[99],"today":[100],"opportunities":[103],"ahead":[104],"for":[105],"developing":[106],"a":[107],"Family":[108],"span":[112],"over":[113],"different":[114,119],"modalities":[115],"interfaces.":[117],"As":[118],"model":[120],"architectures":[121],"emerge":[122],"future,":[125],"remain":[128],"effective":[131],"tool":[132],"building":[134],"replacing":[136],"manual":[137],"design.":[138]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}