{"id":"https://openalex.org/W4283381066","doi":"https://doi.org/10.48550/arxiv.2206.11146","title":"Modeling Emergent Lexicon Formation with a Self-Reinforcing Stochastic Process","display_name":"Modeling Emergent Lexicon Formation with a Self-Reinforcing Stochastic Process","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4283381066","doi":"https://doi.org/10.48550/arxiv.2206.11146"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2206.11146","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.11146","pdf_url":"https://arxiv.org/pdf/2206.11146","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2206.11146","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058548942","display_name":"Brendon Boldt","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Boldt, Brendon","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5059859009","display_name":"David R. Mortensen","orcid":"https://orcid.org/0000-0002-3927-6851"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mortensen, David","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058548942"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9422000050544739,"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/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.9280999898910522,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.8258708715438843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6786252856254578},{"id":"https://openalex.org/keywords/intuition","display_name":"Intuition","score":0.668997049331665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5585631132125854},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5316907167434692},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5030545592308044},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.4968095123767853},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47561103105545044},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.44741714000701904},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.4288357198238373},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.2657509446144104},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15252110362052917},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1486353874206543}],"concepts":[{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.8258708715438843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6786252856254578},{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.668997049331665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5585631132125854},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5316907167434692},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5030545592308044},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.4968095123767853},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47561103105545044},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.44741714000701904},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.4288357198238373},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2657509446144104},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15252110362052917},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1486353874206543},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2206.11146","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.11146","pdf_url":"https://arxiv.org/pdf/2206.11146","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2206.11146","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2206.11146","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2206.11146","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.11146","pdf_url":"https://arxiv.org/pdf/2206.11146","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W4389724018","https://openalex.org/W4318719684","https://openalex.org/W3183136280","https://openalex.org/W4318559728","https://openalex.org/W2775233965","https://openalex.org/W2047632477","https://openalex.org/W1992088235"],"abstract_inverted_index":{"We":[0,68],"introduce":[1],"FiLex,":[2],"a":[3,24,34,39,48,54],"self-reinforcing":[4,25],"stochastic":[5],"process":[6],"which":[7],"models":[8],"finite":[9],"lexicons":[10],"in":[11,38],"emergent":[12,65,79],"language":[13,66],"experiments.":[14],"The":[15],"central":[16],"property":[17],"of":[18,63],"FiLex":[19,51],"is":[20,23,36],"that":[21,31],"it":[22],"process,":[26],"parallel":[27],"to":[28,56,73],"the":[29,32,41,61,64,75,78,83],"intuition":[30],"more":[33,42],"word":[35],"used":[37],"language,":[40],"its":[43],"use":[44],"will":[45],"continue.":[46],"As":[47],"theoretical":[49],"model,":[50],"serves":[52],"as":[53],"way":[55],"both":[57],"explain":[58],"and":[59,82],"predict":[60],"behavior":[62],"system.":[67],"empirically":[69],"test":[70],"FiLex's":[71],"ability":[72],"capture":[74],"relationship":[76],"between":[77],"language's":[80],"hyperparameters":[81],"lexicon's":[84],"Shannon":[85],"entropy.":[86]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2022-06-25T00:00:00"}