{"id":"https://openalex.org/W4416036993","doi":"https://doi.org/10.18653/v1/2025.emnlp-main.347","title":"BTS: Harmonizing Specialized Experts into a Generalist LLM","display_name":"BTS: Harmonizing Specialized Experts into a Generalist LLM","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416036993","doi":"https://doi.org/10.18653/v1/2025.emnlp-main.347"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2025.emnlp-main.347","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.347","pdf_url":"https://aclanthology.org/2025.emnlp-main.347.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 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.emnlp-main.347.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039131712","display_name":"Qizhen Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Qizhen Zhang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028858668","display_name":"Prajjwal Bhargava","orcid":"https://orcid.org/0000-0002-7315-548X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prajjwal Bhargava","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109758420","display_name":"Chloe Bi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chloe Bi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044720344","display_name":"C Cai","orcid":"https://orcid.org/0000-0002-7265-9387"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chris X. Cai","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059094093","display_name":"Jakob Foerster","orcid":"https://orcid.org/0000-0001-9688-2498"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jakob Nicolaus Foerster","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111279824","display_name":"Jeremy Fu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeremy Fu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051808640","display_name":"Punit Singh Koura","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Punit Singh Koura","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000326689","display_name":"Ruan Silva","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruan Silva","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784816","display_name":"Sheng Shen","orcid":"https://orcid.org/0000-0002-9951-0814"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheng Shen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061347220","display_name":"Emily Dinan","orcid":"https://orcid.org/0000-0003-0624-6311"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emily Dinan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075783850","display_name":"Suchin Gururangan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suchin Gururangan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5004412943","display_name":"Mike Lewis","orcid":"https://orcid.org/0000-0003-0679-6612"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mike Lewis","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5039131712"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18448431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6827","last_page":"6845"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.2912999987602234,"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/T10028","display_name":"Topic Modeling","score":0.2912999987602234,"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.2605000138282776,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.058800000697374344,"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/natural","display_name":"Natural (archaeology)","score":0.39750000834465027},{"id":"https://openalex.org/keywords/generalist-and-specialist-species","display_name":"Generalist and specialist species","score":0.3546999990940094},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.2809999883174896},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.27160000801086426}],"concepts":[{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.47940000891685486},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.39750000834465027},{"id":"https://openalex.org/C45371612","wikidata":"https://www.wikidata.org/wiki/Q3058587","display_name":"Generalist and specialist species","level":3,"score":0.3546999990940094},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3328000009059906},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3192000091075897},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3127000033855438},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30640000104904175},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.2646999955177307},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.26440000534057617},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2538999915122986},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.emnlp-main.347","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.347","pdf_url":"https://aclanthology.org/2025.emnlp-main.347.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 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.emnlp-main.347","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.347","pdf_url":"https://aclanthology.org/2025.emnlp-main.347.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 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416036993.pdf","grobid_xml":"https://content.openalex.org/works/W4416036993.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Qizhen":[0],"Zhang,":[1],"Prajjwal":[2],"Bhargava,":[3],"Chloe":[4],"Bi,":[5],"Chris":[6],"X.":[7],"Cai,":[8],"Jakob":[9],"Nicolaus":[10],"Foerster,":[11],"Jeremy":[12],"Fu,":[13],"Punit":[14],"Singh":[15],"Koura,":[16],"Ruan":[17],"Silva,":[18],"Sheng":[19],"Shen,":[20],"Emily":[21],"Dinan,":[22],"Suchin":[23],"Gururangan,":[24],"Mike":[25],"Lewis.":[26],"Proceedings":[27],"of":[28],"the":[29],"2025":[30],"Conference":[31],"on":[32],"Empirical":[33],"Methods":[34],"in":[35],"Natural":[36],"Language":[37],"Processing.":[38],"2025.":[39]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2025-11-08T00:00:00"}
