{"id":"https://openalex.org/W7154060574","doi":"https://doi.org/10.1145/3797261","title":"Towards an Understanding of Context Utilization in Code Intelligence","display_name":"Towards an Understanding of Context Utilization in Code Intelligence","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W7154060574","doi":"https://doi.org/10.1145/3797261"},"language":"en","primary_location":{"id":"doi:10.1145/3797261","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797261","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3797261","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yanlin Wang","orcid":"https://orcid.org/0000-0001-7761-7269"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanlin Wang","raw_affiliation_strings":["Sun Yat-Sen University School of Software Engineering"],"raw_orcid":"https://orcid.org/0000-0001-7761-7269","affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University School of Software Engineering","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104878022","display_name":"Kefeng Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kefeng Duan","raw_affiliation_strings":["Sun Yat-Sen University School of Software Engineering"],"raw_orcid":"https://orcid.org/0009-0007-4465-3600","affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University School of Software Engineering","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029965620","display_name":"Dewu Zheng","orcid":"https://orcid.org/0009-0005-5276-5325"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dewu Zheng","raw_affiliation_strings":["Sun Yat-Sen University School of Software Engineering"],"raw_orcid":"https://orcid.org/0009-0005-5276-5325","affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University School of Software Engineering","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028655969","display_name":"Ensheng Shi","orcid":"https://orcid.org/0000-0002-5543-2025"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ensheng Shi","raw_affiliation_strings":["Huawei Cloud Computing Technologies Co Ltd"],"raw_orcid":"https://orcid.org/0000-0002-5543-2025","affiliations":[{"raw_affiliation_string":"Huawei Cloud Computing Technologies Co Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038518036","display_name":"Fengji Zhang","orcid":"https://orcid.org/0000-0002-0965-417X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Fengji Zhang","raw_affiliation_strings":["City University of Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-0965-417X","affiliations":[{"raw_affiliation_string":"City University of Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133478941","display_name":"Yanli Wang","orcid":"https://orcid.org/0009-0003-9645-388X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanli Wang","raw_affiliation_strings":["Sun Yat-Sen University School of Software Engineering"],"raw_orcid":"https://orcid.org/0009-0003-9645-388X","affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University School of Software Engineering","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086118824","display_name":"Jiachi Chen","orcid":"https://orcid.org/0000-0002-0192-9992"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiachi Chen","raw_affiliation_strings":["Sun Yat-Sen University School of Software Engineering"],"raw_orcid":"https://orcid.org/0000-0002-0192-9992","affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University School of Software Engineering","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060619317","display_name":"Xilin Liu","orcid":"https://orcid.org/0009-0001-4870-1012"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xilin Liu","raw_affiliation_strings":["Huawei Cloud Computing Technologies Co Ltd"],"raw_orcid":"https://orcid.org/0009-0001-4870-1012","affiliations":[{"raw_affiliation_string":"Huawei Cloud Computing Technologies Co Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048525009","display_name":"Yuchi Ma","orcid":"https://orcid.org/0009-0002-3304-1389"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuchi Ma","raw_affiliation_strings":["Huawei Cloud Computing Technologies Co Ltd"],"raw_orcid":"https://orcid.org/0009-0002-3304-1389","affiliations":[{"raw_affiliation_string":"Huawei Cloud Computing Technologies Co Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hongyu Zhang","orcid":"https://orcid.org/0000-0002-3063-9425"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Zhang","raw_affiliation_strings":["Chongqing University"],"raw_orcid":"https://orcid.org/0000-0002-3063-9425","affiliations":[{"raw_affiliation_string":"Chongqing University","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012567911","display_name":"Qianxiang Wang","orcid":"https://orcid.org/0000-0002-6598-0041"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qianxiang Wang","raw_affiliation_strings":["Huawei Cloud Computing Technologies Co Ltd"],"raw_orcid":"https://orcid.org/0000-0002-6598-0041","affiliations":[{"raw_affiliation_string":"Huawei Cloud Computing Technologies Co Ltd","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Zibin Zheng","orcid":"https://orcid.org/0000-0002-7878-4330"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zibin Zheng","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-Sen University"],"raw_orcid":"https://orcid.org/0000-0002-7878-4330","affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-Sen University","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.5520056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"58","issue":"11","first_page":"1","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.1899999976158142,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.1899999976158142,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.1673000007867813,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.16300000250339508,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5605000257492065},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.534500002861023},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.48330000042915344},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.48170000314712524},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.4535999894142151},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.45329999923706055},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.42340001463890076},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41530001163482666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8751999735832214},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6126000285148621},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5605000257492065},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.534500002861023},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.48330000042915344},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.48170000314712524},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.4535999894142151},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.45329999923706055},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.42340001463890076},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41530001163482666},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.40959998965263367},{"id":"https://openalex.org/C114408938","wikidata":"https://www.wikidata.org/wiki/Q333373","display_name":"Abstract syntax","level":3,"score":0.4000000059604645},{"id":"https://openalex.org/C121957198","wikidata":"https://www.wikidata.org/wiki/Q14365593","display_name":"KPI-driven code analysis","level":5,"score":0.37470000982284546},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3684000074863434},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.36500000953674316},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.35409998893737793},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3540000021457672},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.33239999413490295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32179999351501465},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.2980000078678131},{"id":"https://openalex.org/C52085439","wikidata":"https://www.wikidata.org/wiki/Q5165173","display_name":"Context analysis","level":3,"score":0.2827000021934509},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.2766000032424927},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2761000096797943},{"id":"https://openalex.org/C58646249","wikidata":"https://www.wikidata.org/wiki/Q127380","display_name":"Abstract syntax tree","level":3,"score":0.26499998569488525},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.2558000087738037}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3797261","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797261","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3797261","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797261","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":147,"referenced_works":["https://openalex.org/W1565413566","https://openalex.org/W1605603185","https://openalex.org/W1756304897","https://openalex.org/W1956340063","https://openalex.org/W1964788505","https://openalex.org/W1967788056","https://openalex.org/W1985947101","https://openalex.org/W2008085811","https://openalex.org/W2019246026","https://openalex.org/W2034209539","https://openalex.org/W2040577374","https://openalex.org/W2050063781","https://openalex.org/W2052468877","https://openalex.org/W2057049321","https://openalex.org/W2063387237","https://openalex.org/W2068849277","https://openalex.org/W2081461908","https://openalex.org/W2084515700","https://openalex.org/W2100519719","https://openalex.org/W2101105183","https://openalex.org/W2130323538","https://openalex.org/W2131453061","https://openalex.org/W2152089398","https://openalex.org/W2166278331","https://openalex.org/W2249980257","https://openalex.org/W2294980783","https://openalex.org/W2342794504","https://openalex.org/W2397274409","https://openalex.org/W2511833051","https://openalex.org/W2515360277","https://openalex.org/W2516621648","https://openalex.org/W2554979658","https://openalex.org/W2741422284","https://openalex.org/W2766658708","https://openalex.org/W2772902362","https://openalex.org/W2795030435","https://openalex.org/W2795866244","https://openalex.org/W2808815243","https://openalex.org/W2809551103","https://openalex.org/W2867448323","https://openalex.org/W2898887472","https://openalex.org/W2901368228","https://openalex.org/W2902456509","https://openalex.org/W2907705732","https://openalex.org/W2907736084","https://openalex.org/W2911488506","https://openalex.org/W2955654168","https://openalex.org/W2958228760","https://openalex.org/W2961757301","https://openalex.org/W2962728167","https://openalex.org/W2963895135","https://openalex.org/W2963935794","https://openalex.org/W2963958373","https://openalex.org/W2964325845","https://openalex.org/W2970004377","https://openalex.org/W2971947954","https://openalex.org/W3000135256","https://openalex.org/W3003243900","https://openalex.org/W3013947740","https://openalex.org/W3016234956","https://openalex.org/W3022049116","https://openalex.org/W3043761819","https://openalex.org/W3089441851","https://openalex.org/W3089621332","https://openalex.org/W3097608674","https://openalex.org/W3102624033","https://openalex.org/W3110943671","https://openalex.org/W3117923638","https://openalex.org/W3120786329","https://openalex.org/W3125675786","https://openalex.org/W3144725529","https://openalex.org/W3149255455","https://openalex.org/W3150708171","https://openalex.org/W3159616622","https://openalex.org/W3161120529","https://openalex.org/W3171869153","https://openalex.org/W3174885139","https://openalex.org/W3176248591","https://openalex.org/W3185176031","https://openalex.org/W3186152447","https://openalex.org/W3191605668","https://openalex.org/W3193171773","https://openalex.org/W3194369791","https://openalex.org/W4206238894","https://openalex.org/W4214548153","https://openalex.org/W4220877452","https://openalex.org/W4226277721","https://openalex.org/W4256377773","https://openalex.org/W4280528532","https://openalex.org/W4284667247","https://openalex.org/W4285149002","https://openalex.org/W4295918912","https://openalex.org/W4306407754","https://openalex.org/W4308648321","https://openalex.org/W4310713606","https://openalex.org/W4312385974","https://openalex.org/W4313563520","https://openalex.org/W4320814215","https://openalex.org/W4323050318","https://openalex.org/W4328028812","https://openalex.org/W4367595583","https://openalex.org/W4377971494","https://openalex.org/W4378373692","https://openalex.org/W4379256059","https://openalex.org/W4379548473","https://openalex.org/W4379618990","https://openalex.org/W4384154386","https://openalex.org/W4384155577","https://openalex.org/W4384158959","https://openalex.org/W4384304851","https://openalex.org/W4385417895","https://openalex.org/W4385574207","https://openalex.org/W4386576845","https://openalex.org/W4386629561","https://openalex.org/W4387374187","https://openalex.org/W4388483263","https://openalex.org/W4388483433","https://openalex.org/W4388852094","https://openalex.org/W4389519225","https://openalex.org/W4389937024","https://openalex.org/W4391323412","https://openalex.org/W4391454373","https://openalex.org/W4391741735","https://openalex.org/W4391985110","https://openalex.org/W4393186393","https://openalex.org/W4394745107","https://openalex.org/W4394745155","https://openalex.org/W4394859286","https://openalex.org/W4396913751","https://openalex.org/W4397032804","https://openalex.org/W4398239154","https://openalex.org/W4399334390","https://openalex.org/W4399631754","https://openalex.org/W4399631916","https://openalex.org/W4399631969","https://openalex.org/W4400579932","https://openalex.org/W4400583028","https://openalex.org/W4400681637","https://openalex.org/W4400798658","https://openalex.org/W4401071349","https://openalex.org/W4401537637","https://openalex.org/W4402457243","https://openalex.org/W4402670824","https://openalex.org/W4402671013","https://openalex.org/W4405796591","https://openalex.org/W4406866655","https://openalex.org/W4413033636"],"related_works":[],"abstract_inverted_index":{"Code":[0],"intelligence":[1,152,178],"is":[2,76],"an":[3,93],"emerging":[4],"domain":[5],"in":[6,84,138,172,175],"software":[7],"engineering,":[8],"aiming":[9],"to":[10],"improve":[11,65],"the":[12,28,66,119,127],"effectiveness":[13,67],"and":[14,105,126,180],"efficiency":[15],"of":[16,68,79,82,97,118,134,158],"various":[17],"code-related":[18],"tasks.":[19],"Recent":[20],"research":[21,120,183],"suggests":[22],"that":[23,185],"incorporating":[24],"contextual":[25,42],"information":[26],"beyond":[27],"basic":[29],"original":[30],"task":[31],"inputs":[32],"(i.e.,":[33],"source":[34],"code)":[35],"can":[36,63],"substantially":[37],"enhance":[38],"model":[39],"performance.":[40],"Such":[41],"signals":[43],"may":[44],"be":[45],"obtained":[46],"directly":[47],"or":[48,56],"indirectly":[49],"from":[50],"sources":[51],"such":[52],"as":[53],"API":[54],"documentation":[55],"intermediate":[57],"representations":[58],"like":[59],"abstract":[60],"syntax":[61],"trees":[62],"significantly":[64],"code":[69,85,139,151,177],"intelligence.":[70,86],"Despite":[71],"growing":[72],"academic":[73],"interest,":[74],"there":[75],"a":[77,182],"lack":[78],"systematic":[80],"analysis":[81,117,144],"context":[83,135,146,173],"To":[87],"address":[88],"this":[89],"gap,":[90],"we":[91,168],"conduct":[92],"extensive":[94],"literature":[95],"review":[96],"146":[98],"relevant":[99],"studies":[100],"published":[101],"between":[102],"September":[103],"2007":[104],"August":[106],"2024.":[107],"Our":[108],"investigation":[109],"yields":[110],"four":[111],"main":[112],"contributions.":[113],"(1)":[114],"A":[115,131,142,155],"quantitative":[116],"landscape,":[121],"including":[122],"publication":[123],"trends,":[124],"venues,":[125],"explored":[128],"domains;":[129],"(2)":[130],"novel":[132],"taxonomy":[133],"types":[136],"used":[137],"intelligence;":[140],"(3)":[141],"task-oriented":[143],"investigating":[145],"integration":[147],"strategies":[148],"across":[149],"diverse":[150],"tasks;":[153],"(4)":[154],"critical":[156],"evaluation":[157,159],"methodologies":[160],"for":[161,189],"context-aware":[162],"methods.":[163],"Based":[164],"on":[165],"these":[166],"findings,":[167],"identify":[169],"fundamental":[170],"challenges":[171],"utilization":[174],"current":[176],"systems":[179],"propose":[181],"roadmap":[184],"outlines":[186],"key":[187],"opportunities":[188],"future":[190],"research.":[191]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-14T00:00:00"}
