{"id":"https://openalex.org/W2953774030","doi":"https://doi.org/10.18653/v1/s19-1009","title":"Bot2Vec: Learning Representations of Chatbots","display_name":"Bot2Vec: Learning Representations of Chatbots","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2953774030","doi":"https://doi.org/10.18653/v1/s19-1009","mag":"2953774030"},"language":"en","primary_location":{"id":"doi:10.18653/v1/s19-1009","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s19-1009","pdf_url":"https://www.aclweb.org/anthology/S19-1009.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 Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/S19-1009.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071893787","display_name":"Jonathan Herzig","orcid":"https://orcid.org/0009-0000-7227-6557"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jonathan Herzig","raw_affiliation_strings":["IBM Research"],"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019921628","display_name":"Tommy Sandbank","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tommy Sandbank","raw_affiliation_strings":["Similari"],"affiliations":[{"raw_affiliation_string":"Similari","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051536706","display_name":"Michal Shmueli-Scheuer","orcid":"https://orcid.org/0000-0002-6386-8726"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michal Shmueli-Scheuer","raw_affiliation_strings":["IBM Research"],"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083688475","display_name":"David Konopnicki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Konopnicki","raw_affiliation_strings":["IBM Research"],"affiliations":[{"raw_affiliation_string":"IBM Research","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071893787"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.14,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55338493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9993000030517578,"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":0.9993000030517578,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.8823646306991577},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8193066120147705},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.7515454292297363},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6300060749053955},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.48274725675582886},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4424245357513428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37385037541389465},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.19744941592216492}],"concepts":[{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.8823646306991577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8193066120147705},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.7515454292297363},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6300060749053955},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.48274725675582886},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4424245357513428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37385037541389465},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.19744941592216492},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"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},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/s19-1009","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s19-1009","pdf_url":"https://www.aclweb.org/anthology/S19-1009.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 Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/s19-1009","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s19-1009","pdf_url":"https://www.aclweb.org/anthology/S19-1009.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 Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2953774030.pdf","grobid_xml":"https://content.openalex.org/works/W2953774030.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1985771816","https://openalex.org/W2131744502","https://openalex.org/W2153579005","https://openalex.org/W2366141641","https://openalex.org/W2737925311","https://openalex.org/W2756487349","https://openalex.org/W2782940392","https://openalex.org/W2786913767","https://openalex.org/W2787685547","https://openalex.org/W2806804106","https://openalex.org/W2809774949","https://openalex.org/W2950577311","https://openalex.org/W2962756421","https://openalex.org/W2962775474","https://openalex.org/W2962902328","https://openalex.org/W2962963304","https://openalex.org/W2963347649","https://openalex.org/W2963765493","https://openalex.org/W2963825865","https://openalex.org/W2964352131","https://openalex.org/W2977046772","https://openalex.org/W4294170691","https://openalex.org/W4297571622"],"related_works":["https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W2772323916","https://openalex.org/W1511346092","https://openalex.org/W1527532029","https://openalex.org/W2378167147","https://openalex.org/W3210777354","https://openalex.org/W2281307425","https://openalex.org/W2464405057"],"abstract_inverted_index":{"Chatbots":[0],"(i.e.,":[1],"bots)":[2],"are":[3,18,42],"becoming":[4],"widely":[5],"used":[6],"in":[7],"multiple":[8],"domains,":[9],"along":[10],"with":[11,20],"supporting":[12],"bot":[13,96],"programming":[14],"platforms.":[15],"These":[16],"platforms":[17],"equipped":[19],"novel":[21],"testing":[22],"tools":[23],"aimed":[24],"at":[25],"improving":[26],"the":[27,92],"quality":[28,93],"of":[29,37,40,59,94,104],"individual":[30],"chatbots.":[31],"Doing":[32],"so":[33],"requires":[34],"an":[35],"understanding":[36],"what":[38],"sort":[39],"bots":[41,73],"being":[43],"built":[44],"(captured":[45],"by":[46,117],"their":[47,80],"underlying":[48],"conversation":[49,60,100],"graphs)":[50],"and":[51,82,102],"how":[52],"well":[53],"they":[54],"perform":[55],"(derived":[56],"through":[57],"analysis":[58,97],"logs).":[61],"In":[62],"this":[63],"paper,":[64],"we":[65,86,109],"propose":[66],"a":[67,75],"new":[68],"model,":[69],"BOT2VEC,":[70],"that":[71,111],"embeds":[72],"to":[74,90],"compact":[76],"representation":[77],"based":[78],"on":[79],"structure":[81],"usage":[83],"logs.":[84],"Then,":[85],"utilize":[87],"BOT2VEC":[88,112],"representations":[89,113],"improve":[91,114],"two":[95],"tasks.":[98,123],"Using":[99],"data":[101],"graphs":[103],"over":[105],"than":[106,119],"90":[107],"bots,":[108],"show":[110],"detection":[115],"performance":[116],"more":[118],"16%":[120],"for":[121],"both":[122]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
