{"id":"https://openalex.org/W4402671273","doi":"https://doi.org/10.18653/v1/2024.acl-srw.49","title":"In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery","display_name":"In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402671273","doi":"https://doi.org/10.18653/v1/2024.acl-srw.49"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2024.acl-srw.49","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.acl-srw.49","pdf_url":"https://aclanthology.org/2024.acl-srw.49.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 62nd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2024.acl-srw.49.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113392231","display_name":"Matteo Merler","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matteo Merler","raw_affiliation_strings":["Department of Computer Science Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Aalto University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055957984","display_name":"Katsiaryna Haitsiukevich","orcid":"https://orcid.org/0000-0001-8116-1292"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katsiaryna Haitsiukevich","raw_affiliation_strings":["Department of Computer Science Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Aalto University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065378213","display_name":"Nicola Dainese","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicola Dainese","raw_affiliation_strings":["Department of Computer Science Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Aalto University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089920272","display_name":"Pekka Marttinen","orcid":"https://orcid.org/0000-0001-7078-7927"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pekka Marttinen","raw_affiliation_strings":["Department of Computer Science Aalto University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science Aalto University","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7955,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92383418,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"589","last_page":"606"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.982699990272522,"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":0.982699990272522,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.957099974155426,"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/computer-science","display_name":"Computer science","score":0.7518444657325745},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5972629189491272},{"id":"https://openalex.org/keywords/symbolic-regression","display_name":"Symbolic regression","score":0.5473043322563171},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.46773749589920044},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4126695394515991},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3805590867996216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37884747982025146},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0824979841709137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7518444657325745},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5972629189491272},{"id":"https://openalex.org/C2776400721","wikidata":"https://www.wikidata.org/wiki/Q18171762","display_name":"Symbolic regression","level":3,"score":0.5473043322563171},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46773749589920044},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4126695394515991},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3805590867996216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37884747982025146},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0824979841709137},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2024.acl-srw.49","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.acl-srw.49","pdf_url":"https://aclanthology.org/2024.acl-srw.49.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 62nd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2024.acl-srw.49","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.acl-srw.49","pdf_url":"https://aclanthology.org/2024.acl-srw.49.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 62nd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6042068503","display_name":null,"funder_award_id":"\u202d101016775\u202c","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320321394","display_name":"Aalto-Yliopisto","ror":"https://ror.org/020hwjq30"},{"id":"https://openalex.org/F4320332050","display_name":"Finnish Center for Artificial Intelligence","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402671273.pdf","grobid_xml":"https://content.openalex.org/works/W4402671273.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2394133867","https://openalex.org/W280605544","https://openalex.org/W2176963978","https://openalex.org/W1567571923","https://openalex.org/W4319653604","https://openalex.org/W4389372248","https://openalex.org/W2019081667","https://openalex.org/W4384024946","https://openalex.org/W2472646430","https://openalex.org/W1994957461"],"abstract_inverted_index":{"Matteo":[0],"Merler,":[1],"Katsiaryna":[2],"Haitsiukevich,":[3],"Nicola":[4],"Dainese,":[5],"Pekka":[6],"Marttinen.":[7],"Proceedings":[8],"of":[9,14],"the":[10,15],"62nd":[11],"Annual":[12],"Meeting":[13],"Association":[16],"for":[17],"Computational":[18],"Linguistics":[19],"(Volume":[20],"4:":[21],"Student":[22],"Research":[23],"Workshop).":[24],"2024.":[25]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2024-09-21T00:00:00"}
