{"id":"https://openalex.org/W4402131044","doi":"https://doi.org/10.1093/bioinformatics/btae534","title":"ChatMol: interactive molecular discovery with natural language","display_name":"ChatMol: interactive molecular discovery with natural language","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4402131044","doi":"https://doi.org/10.1093/bioinformatics/btae534","pmid":"https://pubmed.ncbi.nlm.nih.gov/39222004"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btae534","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btae534","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btae534/58995574/btae534.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btae534/58995574/btae534.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008361378","display_name":"Zheni Zeng","orcid":"https://orcid.org/0000-0001-6901-5292"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheni Zeng","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University , Beijing 100084,","Department of Computer Science and Technology, Tsinghua University, Tsinghua University, Haidian District, 100084, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6901-5292","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University , Beijing 100084,","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Tsinghua University, Haidian District, 100084, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702387","display_name":"Bangchen Yin","orcid":"https://orcid.org/0009-0000-2795-7759"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bangchen Yin","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University , Beijing 100084,","Department of Computer Science and Technology, Tsinghua University, Tsinghua University, Haidian District, 100084, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-2795-7759","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University , Beijing 100084,","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Tsinghua University, Haidian District, 100084, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101824699","display_name":"Shipeng Wang","orcid":"https://orcid.org/0000-0002-2025-1013"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shipeng Wang","raw_affiliation_strings":["PingAn Technology, Beijing 100027, China","PingAn Technology, Street, Postcode, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PingAn Technology, Beijing 100027, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"PingAn Technology, Street, Postcode, Guangdong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100752423","display_name":"Jiarui Liu","orcid":"https://orcid.org/0000-0001-6884-569X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiarui Liu","raw_affiliation_strings":["PingAn Technology, Beijing 100027, China","PingAn Technology, Street, Postcode, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PingAn Technology, Beijing 100027, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"PingAn Technology, Street, Postcode, Guangdong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115592780","display_name":"Cheng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Yang","raw_affiliation_strings":["School of Computer Science, Beijing University of Posts and Telecommunications , Beijing 100876,","School of Computer Science, Beijing University of Posts and Telecommunications, Street, 100876, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications , Beijing 100876,","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"School of Computer Science, Beijing University of Posts and Telecommunications, Street, 100876, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017623842","display_name":"Haishen Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haishen Yao","raw_affiliation_strings":["PingAn Technology, Beijing 100027, China","PingAn Technology, Street, Postcode, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PingAn Technology, Beijing 100027, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"PingAn Technology, Street, Postcode, Guangdong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103023396","display_name":"Xingzhi Sun","orcid":"https://orcid.org/0000-0002-8540-5722"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingzhi Sun","raw_affiliation_strings":["PingAn Technology, Beijing 100027, China","PingAn Technology, Street, Postcode, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PingAn Technology, Beijing 100027, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"PingAn Technology, Street, Postcode, Guangdong, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063212818","display_name":"Maosong Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maosong Sun","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University , Beijing 100084,","Department of Computer Science and Technology, Tsinghua University, Tsinghua University, Haidian District, 100084, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University , Beijing 100084,","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Tsinghua University, Haidian District, 100084, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023775139","display_name":"Guotong Xie","orcid":"https://orcid.org/0000-0002-2772-8961"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guotong Xie","raw_affiliation_strings":["PingAn Technology, Beijing 100027, China","PingAn Technology, Street, Postcode, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PingAn Technology, Beijing 100027, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"PingAn Technology, Street, Postcode, Guangdong, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100320723","display_name":"Zhiyuan Liu","orcid":"https://orcid.org/0000-0002-7709-2543"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyuan Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University , Beijing 100084,","Department of Computer Science and Technology, Tsinghua University, Tsinghua University, Haidian District, 100084, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University , Beijing 100084,","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Tsinghua University, Haidian District, 100084, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":1.5966,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.86733832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"40","issue":"9","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.7160000205039978,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.7160000205039978,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.09939999878406525,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.02710000053048134,"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":0.7214028835296631},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5860025882720947},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5602587461471558},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4451241195201874},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.36521100997924805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3470347225666046},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10441750288009644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7214028835296631},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5860025882720947},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5602587461471558},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4451241195201874},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.36521100997924805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3470347225666046},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10441750288009644},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btae534","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btae534","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btae534/58995574/btae534.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:39222004","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39222004","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11520398","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11520398","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11520398/pdf/btae534.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btae534","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btae534","pdf_url":"https://academic.oup.com/bioinformatics/advance-article-pdf/doi/10.1093/bioinformatics/btae534/58995574/btae534.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337253","display_name":"Instituto de Ciencias del Mar y Limnolog\u00eda, Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402131044.pdf","grobid_xml":"https://content.openalex.org/works/W4402131044.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1975147762","https://openalex.org/W2030468740","https://openalex.org/W2147421370","https://openalex.org/W2155047849","https://openalex.org/W2177317049","https://openalex.org/W2200017991","https://openalex.org/W2405035126","https://openalex.org/W2546938941","https://openalex.org/W2594183968","https://openalex.org/W2945551948","https://openalex.org/W3010016408","https://openalex.org/W3024482787","https://openalex.org/W3095883070","https://openalex.org/W3188579603","https://openalex.org/W3198659451","https://openalex.org/W3217546525","https://openalex.org/W4212837331","https://openalex.org/W4213077304","https://openalex.org/W4288089799","https://openalex.org/W4321503143","https://openalex.org/W4378942305","https://openalex.org/W4385456320","https://openalex.org/W4391345293","https://openalex.org/W4391826606","https://openalex.org/W4396597709","https://openalex.org/W6729383884","https://openalex.org/W6769627184","https://openalex.org/W6784614190","https://openalex.org/W6802712164","https://openalex.org/W6853078795","https://openalex.org/W6853723741"],"related_works":["https://openalex.org/W4283262748","https://openalex.org/W2502773048","https://openalex.org/W4252362398","https://openalex.org/W48866389","https://openalex.org/W2117651364","https://openalex.org/W3112533414","https://openalex.org/W3204019825","https://openalex.org/W4226226396","https://openalex.org/W3153750606","https://openalex.org/W4308854837"],"abstract_inverted_index":{"MOTIVATION:":[0],"Natural":[1],"language":[2,18,44,47,92,139],"is":[3,116],"poised":[4],"to":[5,68,93],"become":[6],"a":[7,69,86,107],"key":[8],"medium":[9],"for":[10,168],"human-machine":[11],"interactions":[12],"in":[13,42,174,185],"the":[14,21,51,80,127,146,153],"era":[15],"of":[16,23,55,72,82,148,155,171],"large":[17,138],"models.":[19],"In":[20],"field":[22],"biochemistry,":[24],"tasks":[25],"such":[26],"as":[27],"property":[28,121],"prediction":[29],"and":[30,45,53,95,109,126,131,152,162,166,181],"molecule":[31],"mining":[32],"are":[33,143,183],"critically":[34],"important":[35],"yet":[36],"technically":[37],"challenging.":[38],"Bridging":[39],"molecular":[40,84,123,150,175],"expressions":[41],"natural":[43,91,130],"chemical":[46,62,132],"can":[48,60],"significantly":[49],"enhance":[50],"interpretability":[52],"ease":[54],"these":[56,76],"tasks.":[57],"Moreover,":[58],"it":[59],"integrate":[61],"knowledge":[63,157],"from":[64],"various":[65],"sources,":[66],"leading":[67],"deeper":[70],"understanding":[71],"molecules.":[73,98],"RESULTS:":[74],"Recognizing":[75],"advantages,":[77],"we":[78,104],"introduce":[79],"concept":[81],"conversational":[83,149],"design,":[85],"novel":[87],"task":[88],"that":[89],"utilizes":[90],"describe":[94],"edit":[96],"target":[97],"To":[99],"better":[100],"accomplish":[101],"this":[102],"task,":[103],"develop":[105],"ChatMol,":[106],"knowledgeable":[108],"versatile":[110],"generative":[111],"pretrained":[112],"model.":[113],"This":[114],"model":[115],"enhanced":[117],"by":[118],"incorporating":[119],"experimental":[120],"information,":[122],"spatial":[124],"knowledge,":[125],"associations":[128],"between":[129],"languages.":[133],"Several":[134],"typical":[135],"solutions":[136],"including":[137],"models":[140],"(e.g.":[141],"ChatGPT)":[142],"evaluated,":[144],"proving":[145],"challenge":[147],"design":[151],"effectiveness":[154],"our":[156],"enhancement":[158],"approach.":[159],"Case":[160],"observations":[161],"analysis":[163],"offer":[164],"insights":[165],"directions":[167],"further":[169],"exploration":[170],"natural-language":[172],"interaction":[173],"discovery.":[176],"AVAILABILITY":[177],"AND":[178],"IMPLEMENTATION:":[179],"Codes":[180],"data":[182],"provided":[184],"https://github.com/Ellenzzn/ChatMol/tree/main.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}