{"id":"https://openalex.org/W4405425977","doi":"https://doi.org/10.48550/arxiv.2408.11326","title":"Automating Thought of Search: A Journey Towards Soundness and Completeness","display_name":"Automating Thought of Search: A Journey Towards Soundness and Completeness","publication_year":2024,"publication_date":"2024-08-21","ids":{"openalex":"https://openalex.org/W4405425977","doi":"https://doi.org/10.48550/arxiv.2408.11326"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2408.11326","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2408.11326","pdf_url":"https://arxiv.org/pdf/2408.11326","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2408.11326","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Cao, Daniel","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Cao, Daniel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048352740","display_name":"Michael B. Katz","orcid":"https://orcid.org/0000-0002-4466-1121"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katz, Michael","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025268861","display_name":"Harsha Kokel","orcid":"https://orcid.org/0000-0002-7548-3719"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kokel, Harsha","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085594669","display_name":"Kavitha Srinivas","orcid":"https://orcid.org/0000-0003-4610-967X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Srinivas, Kavitha","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5037217032","display_name":"Shirin Sohrabi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sohrabi, Shirin","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.046799998730421066,"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/T11574","display_name":"Artificial Intelligence in Games","score":0.046799998730421066,"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/soundness","display_name":"Soundness","score":0.9742802977561951},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.8913789987564087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5126163363456726},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.407292902469635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23686754703521729}],"concepts":[{"id":"https://openalex.org/C39920170","wikidata":"https://www.wikidata.org/wiki/Q693083","display_name":"Soundness","level":2,"score":0.9742802977561951},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.8913789987564087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5126163363456726},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.407292902469635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23686754703521729},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2408.11326","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2408.11326","pdf_url":"https://arxiv.org/pdf/2408.11326","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2408.11326","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2408.11326","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2408.11326","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2408.11326","pdf_url":"https://arxiv.org/pdf/2408.11326","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405425977.pdf","grobid_xml":"https://content.openalex.org/works/W4405425977.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W13634261","https://openalex.org/W4250462479","https://openalex.org/W3163509751","https://openalex.org/W958050847","https://openalex.org/W2396405675","https://openalex.org/W175051304","https://openalex.org/W4402823833","https://openalex.org/W1549730417","https://openalex.org/W1548499332","https://openalex.org/W1994524667"],"abstract_inverted_index":{"Large":[0],"language":[1,117,122],"models":[2,22],"(LLMs)":[3],"are":[4],"being":[5],"used":[6],"to":[7,23,91,152],"solve":[8],"planning":[9],"problems":[10],"that":[11,52,148],"require":[12],"search.":[13],"Most":[14],"of":[15,33,39,110,113,130,165],"the":[16,25,31,44,59,75,78,93,107,111,116,121,128,158],"literature":[17],"uses":[18],"LLMs":[19,50],"as":[20],"world":[21],"define":[24],"search":[26,45,134],"space,":[27],"forgoing":[28],"soundness":[29],"for":[30],"sake":[32],"flexibility.":[34],"A":[35],"recent":[36],"work,":[37],"Thought":[38],"Search":[40],"(ToS),":[41],"proposed":[42],"defining":[43],"space":[46],"with":[47,83,115,161],"code,":[48],"having":[49],"produce":[51],"code.":[53],"ToS":[54,94,104],"requires":[55],"a":[56,63,98,162],"human":[57,108],"in":[58],"loop,":[60],"collaboratively":[61],"producing":[62],"sound":[64,131],"successor":[65],"function":[66],"and":[67,132,141],"goal":[68],"test.":[69],"The":[70],"result,":[71],"however,":[72],"is":[73,88,150],"worth":[74],"effort:":[76],"all":[77,157],"tested":[79],"datasets":[80],"were":[81],"solved":[82],"100%":[84,154],"accuracy.":[85],"Consequently,":[86],"there":[87],"great":[89],"potential":[90],"automate":[92],"process.":[95],"We":[96,146],"take":[97],"first":[99],"major":[100],"step":[101,124,126],"towards":[102,127],"automating":[103],"(AutoToS),":[105],"taking":[106],"out":[109],"loop":[112],"interactions":[114],"model.":[118],"AutoToS":[119,149],"guides":[120],"model":[123],"by":[125],"generation":[129],"complete":[133],"components,":[135],"through":[136],"feedback":[137],"from":[138],"both":[139],"generic":[140],"domain":[142],"specific":[143],"unit":[144],"tests.":[145],"show":[147],"able":[151],"achieve":[153],"accuracy":[155],"on":[156],"evaluated":[159],"domains":[160],"small":[163],"number":[164],"LLM":[166],"calls.":[167]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}