{"id":"https://openalex.org/W4412944875","doi":"https://doi.org/10.18653/v1/2025.acl-long.1014","title":"ConceptCarve: Dynamic Realization of Evidence","display_name":"ConceptCarve: Dynamic Realization of Evidence","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412944875","doi":"https://doi.org/10.18653/v1/2025.acl-long.1014"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.1014","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1014","pdf_url":"https://aclanthology.org/2025.acl-long.1014.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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.acl-long.1014.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119204391","display_name":"Eylon Caplan","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eylon Caplan","raw_affiliation_strings":["Purdue University , West Lafayette , IN , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University , West Lafayette , IN , USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032121234","display_name":"Dan Goldwasser","orcid":"https://orcid.org/0000-0001-9326-8601"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Goldwasser","raw_affiliation_strings":["Purdue University , West Lafayette , IN , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University , West Lafayette , IN , USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08696747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"20792","last_page":"20809"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.8687000274658203,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.8687000274658203,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.8522999882698059,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.7634999752044678,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/realization","display_name":"Realization (probability)","score":0.790716290473938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6153296232223511},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09794914722442627},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.05266651511192322}],"concepts":[{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.790716290473938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6153296232223511},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09794914722442627},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.05266651511192322}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.1014","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1014","pdf_url":"https://aclanthology.org/2025.acl-long.1014.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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-long.1014","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1014","pdf_url":"https://aclanthology.org/2025.acl-long.1014.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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412944875.pdf","grobid_xml":"https://content.openalex.org/works/W4412944875.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2022544890","https://openalex.org/W2394097730","https://openalex.org/W2043523297","https://openalex.org/W2475378634","https://openalex.org/W2113405914","https://openalex.org/W4312353617","https://openalex.org/W2260963831"],"abstract_inverted_index":{"Finding":[0],"evidence":[1,80,107,120],"for":[2,121],"human":[3],"opinion":[4],"and":[5,87],"behavior":[6],"at":[7,48],"scale":[8,49],"is":[9,34],"a":[10,42,109],"challenging":[11],"task,":[12],"often":[13],"requiring":[14],"an":[15,79,115],"understanding":[16],"of":[17,39,118],"sophisticated":[18],"thought":[19,131],"patterns":[20,132],"among":[21],"vast":[22],"online":[23],"communities":[24],"found":[25],"on":[26],"social":[27,51,110],"media.For":[28],"example,":[29],"studying":[30],"how":[31],"gun":[32],"ownership":[33],"related":[35],"to":[36,89,127],"the":[37,92,119,137],"perception":[38],"Freedom,":[40],"requires":[41],"retrieval":[43,81,103],"system":[44],"that":[45,83,99,122,133],"can":[46,67],"operate":[47],"over":[50],"media":[52,111],"posts,":[53],"while":[54],"dealing":[55],"with":[56],"two":[57],"key":[58],"challenges:":[59],"(1)":[60],"identifying":[61],"abstract":[62],"concept":[63],"instances,":[64],"(2)":[65],"which":[66,124],"be":[68],"instantiated":[69],"differently":[70,135],"across":[71,136],"different":[72],"communities.To":[73],"address":[74],"these,":[75],"we":[76,125],"introduce":[77],"CON-CEPTCARVE,":[78],"framework":[82],"utilizes":[84],"traditional":[85,102],"retrievers":[86],"LLMs":[88],"dynamically":[90],"characterize":[91],"search":[93],"space":[94],"during":[95],"retrieval.Our":[96],"experiments":[97],"show":[98],"CON-CEPTCARVE":[100],"surpasses":[101],"systems":[104],"in":[105],"finding":[106],"within":[108],"community.It":[112],"also":[113],"produces":[114],"interpretable":[116],"representation":[117],"community,":[123],"use":[126],"qualitatively":[128],"analyze":[129],"complex":[130],"manifest":[134],"communities.":[138]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}