{"id":"https://openalex.org/W4404920561","doi":"https://doi.org/10.3390/computation12120237","title":"Interpretable Conversation Routing via the Latent Embeddings Approach","display_name":"Interpretable Conversation Routing via the Latent Embeddings Approach","publication_year":2024,"publication_date":"2024-12-01","ids":{"openalex":"https://openalex.org/W4404920561","doi":"https://doi.org/10.3390/computation12120237"},"language":"en","primary_location":{"id":"doi:10.3390/computation12120237","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12120237","pdf_url":null,"source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/computation12120237","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057157864","display_name":"Daniil Maksymenko","orcid":"https://orcid.org/0000-0003-3223-5130"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Daniil Maksymenko","raw_affiliation_strings":["Department of Artificial Intelligence, Kharkiv National University of Radio Electronics, 61166 Kharkiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-3223-5130","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Kharkiv National University of Radio Electronics, 61166 Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085838790","display_name":"Oleksii Turuta","orcid":"https://orcid.org/0000-0002-0970-8617"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]},{"id":"https://openalex.org/I8765205","display_name":"V. N. Karazin Kharkiv National University","ror":"https://ror.org/03ftejk10","country_code":"UA","type":"education","lineage":["https://openalex.org/I8765205"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Oleksii Turuta","raw_affiliation_strings":["Department of Artificial Intelligence, Kharkiv National University of Radio Electronics, 61166 Kharkiv, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-0970-8617","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Kharkiv National University of Radio Electronics, 61166 Kharkiv, Ukraine","institution_ids":["https://openalex.org/I8765205","https://openalex.org/I107158390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085838790"],"corresponding_institution_ids":["https://openalex.org/I107158390","https://openalex.org/I8765205"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19398844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"12","first_page":"237","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9954000115394592,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9861999750137329,"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/conversation","display_name":"Conversation","score":0.8126896619796753},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5527210235595703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5082654356956482},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3696823716163635},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.27450406551361084},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.19528669118881226},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19058671593666077}],"concepts":[{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.8126896619796753},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5527210235595703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5082654356956482},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3696823716163635},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27450406551361084},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.19528669118881226},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19058671593666077}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/computation12120237","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12120237","pdf_url":null,"source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:47dee69d89814f1ab12af9ba24433cad","is_oa":true,"landing_page_url":"https://doaj.org/article/47dee69d89814f1ab12af9ba24433cad","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computation, Vol 12, Iss 12, p 237 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/computation12120237","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12120237","pdf_url":null,"source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2798416089","https://openalex.org/W2889326414","https://openalex.org/W2942099749","https://openalex.org/W2963026768","https://openalex.org/W2963748441","https://openalex.org/W3139236016","https://openalex.org/W3194668998","https://openalex.org/W4206221654","https://openalex.org/W4225593490","https://openalex.org/W4385571076","https://openalex.org/W4385571765","https://openalex.org/W4386566354","https://openalex.org/W4387619786","https://openalex.org/W4388886073","https://openalex.org/W4389519059","https://openalex.org/W4389519145","https://openalex.org/W4389524506","https://openalex.org/W4390549066","https://openalex.org/W4395052272","https://openalex.org/W4399976750","https://openalex.org/W4401023556","https://openalex.org/W4402670561","https://openalex.org/W4402671800","https://openalex.org/W6857076695"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W1511346092","https://openalex.org/W1527532029","https://openalex.org/W2378167147","https://openalex.org/W3210777354"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2],"(LLMs)":[3],"are":[4],"quickly":[5],"implemented":[6],"to":[7,13,37,129],"answer":[8],"question":[9],"and":[10,42,97,142],"support":[11],"systems":[12],"automate":[14],"customer":[15],"experience":[16],"across":[17],"all":[18],"domains,":[19],"including":[20],"medical":[21],"use":[22],"cases.":[23],"Models":[24],"in":[25,112],"such":[26],"environments":[27],"should":[28],"solve":[29],"multiple":[30],"problems":[31],"like":[32,84],"general":[33],"knowledge":[34],"questions,":[35],"queries":[36],"external":[38],"sources,":[39],"function":[40],"calling":[41],"many":[43],"others.":[44],"Some":[45],"cases":[46],"might":[47],"not":[48],"even":[49,61],"require":[50],"a":[51,71,92,94,98,113],"full-on":[52],"text":[53],"generation.":[54],"They":[55],"possibly":[56],"need":[57],"different":[58,62],"prompts":[59],"or":[60],"models.":[63],"All":[64],"of":[65,100,102,145],"it":[66],"can":[67],"be":[68],"managed":[69],"by":[70],"routing":[72,83,107],"step.":[73],"This":[74],"paper":[75],"focuses":[76],"on":[77,132],"interpretable":[78],"few-shot":[79],"approaches":[80],"for":[81,109],"conversation":[82],"latent":[85,105,124],"embeddings":[86,106,125],"retrieval.":[87],"The":[88,117],"work":[89],"here":[90,120],"presents":[91],"benchmark,":[93],"sorrow":[95],"analysis,":[96],"set":[99],"visualizations":[101],"the":[103,123,133],"way":[104],"works":[108],"long-context":[110],"conversations":[111],"multilingual,":[114],"domain-specific":[115],"environment.":[116],"results":[118],"presented":[119],"show":[121],"that":[122],"router":[126],"is":[127],"able":[128],"achieve":[130],"performance":[131],"same":[134],"level":[135,144],"as":[136],"LLM-based":[137],"routers":[138],"with":[139],"additional":[140],"interpretability":[141],"higher":[143],"control":[146],"over":[147],"model":[148],"decision-making.":[149]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
