{"id":"https://openalex.org/W7134186252","doi":"https://doi.org/10.1109/bigdata66926.2025.11402604","title":"Adaptation of Embedding Models to Financial Filings Via LLM Distillation","display_name":"Adaptation of Embedding Models to Financial Filings Via LLM Distillation","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134186252","doi":"https://doi.org/10.1109/bigdata66926.2025.11402604"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11402604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","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/A5125514656","display_name":"Eliot Brenner","orcid":null},"institutions":[{"id":"https://openalex.org/I40713646","display_name":"Goldman Sachs (United States)","ror":"https://ror.org/031rnv444","country_code":"US","type":"company","lineage":["https://openalex.org/I40713646"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eliot Brenner","raw_affiliation_strings":["Goldman Sachs,New York,NY,USA"],"affiliations":[{"raw_affiliation_string":"Goldman Sachs,New York,NY,USA","institution_ids":["https://openalex.org/I40713646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006755170","display_name":"Dominic Seyler","orcid":null},"institutions":[{"id":"https://openalex.org/I40713646","display_name":"Goldman Sachs (United States)","ror":"https://ror.org/031rnv444","country_code":"US","type":"company","lineage":["https://openalex.org/I40713646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dominic Seyler","raw_affiliation_strings":["Goldman Sachs,New York,NY,USA"],"affiliations":[{"raw_affiliation_string":"Goldman Sachs,New York,NY,USA","institution_ids":["https://openalex.org/I40713646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128350190","display_name":"Manjunath Hegde","orcid":null},"institutions":[{"id":"https://openalex.org/I40713646","display_name":"Goldman Sachs (United States)","ror":"https://ror.org/031rnv444","country_code":"US","type":"company","lineage":["https://openalex.org/I40713646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manjunath Hegde","raw_affiliation_strings":["Goldman Sachs,New York,NY,USA"],"affiliations":[{"raw_affiliation_string":"Goldman Sachs,New York,NY,USA","institution_ids":["https://openalex.org/I40713646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128363620","display_name":"Andrei Simion","orcid":null},"institutions":[{"id":"https://openalex.org/I40713646","display_name":"Goldman Sachs (United States)","ror":"https://ror.org/031rnv444","country_code":"US","type":"company","lineage":["https://openalex.org/I40713646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrei Simion","raw_affiliation_strings":["Goldman Sachs,New York,NY,USA"],"affiliations":[{"raw_affiliation_string":"Goldman Sachs,New York,NY,USA","institution_ids":["https://openalex.org/I40713646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102227355","display_name":"Koustuv Dasgupta","orcid":null},"institutions":[{"id":"https://openalex.org/I40713646","display_name":"Goldman Sachs (United States)","ror":"https://ror.org/031rnv444","country_code":"US","type":"company","lineage":["https://openalex.org/I40713646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Koustuv Dasgupta","raw_affiliation_strings":["Goldman Sachs,New York,NY,USA"],"affiliations":[{"raw_affiliation_string":"Goldman Sachs,New York,NY,USA","institution_ids":["https://openalex.org/I40713646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100833032","display_name":"Bing Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I40713646","display_name":"Goldman Sachs (United States)","ror":"https://ror.org/031rnv444","country_code":"US","type":"company","lineage":["https://openalex.org/I40713646"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bing Xiang","raw_affiliation_strings":["Goldman Sachs,New York,NY,USA"],"affiliations":[{"raw_affiliation_string":"Goldman Sachs,New York,NY,USA","institution_ids":["https://openalex.org/I40713646"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5125514656"],"corresponding_institution_ids":["https://openalex.org/I40713646"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.89626617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7133","last_page":"7142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.4632999897003174,"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"}},"topics":[{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.4632999897003174,"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/T11496","display_name":"Credit Risk and Financial Regulations","score":0.0885000005364418,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12544","display_name":"Working Capital and Financial Performance","score":0.041600000113248825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.654699981212616},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4311999976634979},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3612000048160553},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.2924000024795532},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.2903999984264374},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.289900004863739}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.654699981212616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5404999852180481},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4311999976634979},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.38580000400543213},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3612000048160553},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33379998803138733},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.29260000586509705},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2924000024795532},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.2903999984264374},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.289900004863739},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.2646999955177307}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11402604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402604","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49425461888313293,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3212711647","https://openalex.org/W4284669679","https://openalex.org/W4401043010","https://openalex.org/W4402683910","https://openalex.org/W4404783111","https://openalex.org/W4404783788","https://openalex.org/W4412888134","https://openalex.org/W4416036914","https://openalex.org/W4416037024"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-09T07:06:17.341095","created_date":"2026-03-09T00:00:00"}