{"id":"https://openalex.org/W4412886832","doi":"https://doi.org/10.18653/v1/2025.acl-long.59","title":"Interlocking-free Selective Rationalization Through Genetic-based Learning","display_name":"Interlocking-free Selective Rationalization Through Genetic-based Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412886832","doi":"https://doi.org/10.18653/v1/2025.acl-long.59"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.59","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.59","pdf_url":"https://aclanthology.org/2025.acl-long.59.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.59.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058272366","display_name":"Federico Ruggeri","orcid":"https://orcid.org/0000-0002-1697-8586"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Federico Ruggeri","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5115460903","display_name":"Gaetano Signorelli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gaetano Signorelli","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4557,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85448508,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1175","last_page":"1191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.8988999724388123,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.8988999724388123,"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/rationalization","display_name":"Rationalization (economics)","score":0.8662025928497314},{"id":"https://openalex.org/keywords/interlocking","display_name":"Interlocking","score":0.8188969492912292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5783281326293945},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38789093494415283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35495826601982117},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19457009434700012},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.1310538947582245},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.11001986265182495},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.07409074902534485}],"concepts":[{"id":"https://openalex.org/C52438962","wikidata":"https://www.wikidata.org/wiki/Q1555139","display_name":"Rationalization (economics)","level":2,"score":0.8662025928497314},{"id":"https://openalex.org/C2778844933","wikidata":"https://www.wikidata.org/wiki/Q630950","display_name":"Interlocking","level":2,"score":0.8188969492912292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5783281326293945},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38789093494415283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35495826601982117},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19457009434700012},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.1310538947582245},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.11001986265182495},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.07409074902534485}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.59","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.59","pdf_url":"https://aclanthology.org/2025.acl-long.59.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"},{"id":"pmh:oai:cris.unibo.it:11585/1023570","is_oa":true,"landing_page_url":"https://aclanthology.org/2025.acl-long.59/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-long.59","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.59","pdf_url":"https://aclanthology.org/2025.acl-long.59.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":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4412886832.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2287710223","https://openalex.org/W3094364298","https://openalex.org/W2514536182","https://openalex.org/W4319430794","https://openalex.org/W770489747","https://openalex.org/W2351254323","https://openalex.org/W618039210"],"abstract_inverted_index":{"A":[0],"popular":[1],"end-to-end":[2],"architecture":[3,72],"for":[4,73],"selective":[5,74],"rationalization":[6,75],"is":[7],"the":[8,32,37,69,84,94],"select-then-predict":[9],"pipeline,":[10],"comprising":[11],"a":[12,19,22,40,104,107],"generator":[13,95],"to":[14,18,31],"extract":[15],"highlights":[16],"fed":[17],"predictor.":[20],"Such":[21],"cooperative":[23],"system":[24],"suffers":[25],"from":[26],"suboptimal":[27],"equilibrium":[28],"minima":[29],"due":[30],"dominance":[33],"of":[34,36,93],"one":[35],"two":[38],"modules,":[39],"phenomenon":[41],"known":[42],"as":[43,83],"interlocking.":[44],"While":[45],"several":[46,115],"contributions":[47],"aimed":[48],"at":[49],"addressing":[50],"interlocking,":[51],"they":[52],"only":[53],"mitigate":[54],"its":[55],"effect,":[56],"often":[57],"by":[58,89],"introducing":[59],"feature-based":[60],"heuristics,":[61],"sampling,":[62],"and":[63,96,106],"ad-hoc":[64],"regularizations.":[65],"We":[66],"present":[67],"GenSPP,":[68],"first":[70],"interlocking-free":[71],"that":[76,111],"does":[77],"not":[78],"require":[79],"any":[80],"learning":[81],"overhead,":[82],"above-mentioned.":[85],"GenSPP":[86],"avoids":[87],"interlocking":[88],"performing":[90],"disjoint":[91],"training":[92],"predictor":[97],"via":[98],"genetic":[99],"global":[100],"search.":[101],"Experiments":[102],"on":[103],"synthetic":[105],"real-world":[108],"benchmark":[109],"show":[110],"our":[112],"model":[113],"outperforms":[114],"state-of-the-art":[116],"competitors.":[117]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}