{"id":"https://openalex.org/W4412886800","doi":"https://doi.org/10.18653/v1/2025.acl-long.126","title":"INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent","display_name":"INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412886800","doi":"https://doi.org/10.18653/v1/2025.acl-long.126"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.126","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.126","pdf_url":"https://aclanthology.org/2025.acl-long.126.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.126.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027371293","display_name":"Haohang Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haohang Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009376964","display_name":"Yupeng Cao","orcid":"https://orcid.org/0000-0002-5392-1917"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yupeng Cao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069731031","display_name":"Yangyang Yu","orcid":"https://orcid.org/0000-0002-2878-0622"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yangyang Yu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115647631","display_name":"Shashidhar Reddy Javaji","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shashidhar Reddy Javaji","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069290428","display_name":"Zhiyang Deng","orcid":"https://orcid.org/0000-0002-1299-6314"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhiyang Deng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111133467","display_name":"Yueru He","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yueru He","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Yuechen Jiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuechen Jiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114418716","display_name":"Zining Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zining Zhu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033041089","display_name":"K. P. Subbalakshmi","orcid":"https://orcid.org/0000-0002-1670-9378"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K.p. Subbalakshmi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018254776","display_name":"Jimin Huang","orcid":"https://orcid.org/0000-0002-3501-3907"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jimin Huang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009941118","display_name":"Lingfei Qian","orcid":"https://orcid.org/0000-0001-6406-7069"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lingfei Qian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036053506","display_name":"Xueqing Peng","orcid":"https://orcid.org/0000-0002-3296-3472"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xueqing Peng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069454833","display_name":"Jordan W. Suchow","orcid":"https://orcid.org/0000-0001-9848-4872"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jordan W. Suchow","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101868563","display_name":"Qianqian Xie","orcid":"https://orcid.org/0000-0002-9588-7454"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qianqian Xie","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":17.9687,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.99528878,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"2509","last_page":"2525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.8579999804496765,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.8579999804496765,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.8418999910354614,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.8269000053405762,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7793595194816589},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6440226435661316},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3675699830055237},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32496654987335205},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19696813821792603}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7793595194816589},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6440226435661316},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3675699830055237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32496654987335205},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19696813821792603},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.126","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.126","pdf_url":"https://aclanthology.org/2025.acl-long.126.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"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-long.126","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.126","pdf_url":"https://aclanthology.org/2025.acl-long.126.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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412886800.pdf","grobid_xml":"https://content.openalex.org/works/W4412886800.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/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526"],"abstract_inverted_index":{"Haohang":[0],"Li,":[1],"Yupeng":[2],"Cao,":[3],"Yangyang":[4],"Yu,":[5],"Shashidhar":[6],"Reddy":[7],"Javaji,":[8],"Zhiyang":[9],"Deng,":[10],"Yueru":[11],"He,":[12],"Yuechen":[13],"Jiang,":[14],"Zining":[15],"Zhu,":[16],"K.p.":[17],"Subbalakshmi,":[18],"Jimin":[19],"Huang,":[20],"Lingfei":[21],"Qian,":[22],"Xueqing":[23],"Peng,":[24],"Jordan":[25],"W.":[26],"Suchow,":[27],"Qianqian":[28],"Xie.":[29],"Proceedings":[30],"of":[31,36],"the":[32,37],"63rd":[33],"Annual":[34],"Meeting":[35],"Association":[38],"for":[39],"Computational":[40],"Linguistics":[41],"(Volume":[42],"1:":[43],"Long":[44],"Papers).":[45],"2025.":[46]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
