{"id":"https://openalex.org/W4295955270","doi":"https://doi.org/10.1145/3543829.3543830","title":"COMEX: A Multi-task Benchmark for Knowledge-grounded COnversational Media EXploration","display_name":"COMEX: A Multi-task Benchmark for Knowledge-grounded COnversational Media EXploration","publication_year":2022,"publication_date":"2022-07-26","ids":{"openalex":"https://openalex.org/W4295955270","doi":"https://doi.org/10.1145/3543829.3543830"},"language":"en","primary_location":{"id":"doi:10.1145/3543829.3543830","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543829.3543830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Conference on Conversational User Interfaces","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.gla.ac.uk/view/author/55956.html>,","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087076870","display_name":"Zay Yar Tun","orcid":null},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zay Yar Tun","raw_affiliation_strings":["University of Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065186618","display_name":"Alessandro Speggiorin","orcid":null},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alessandro Speggiorin","raw_affiliation_strings":["University of Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071842569","display_name":"Jeff Dalton","orcid":"https://orcid.org/0000-0003-2422-8651"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jeffrey Dalton","raw_affiliation_strings":["University of Glasgow, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086963596","display_name":"Megan Stamper","orcid":"https://orcid.org/0000-0001-5400-0063"},"institutions":[{"id":"https://openalex.org/I2801884250","display_name":"British Broadcasting Corporation (United Kingdom)","ror":"https://ror.org/01qepzr42","country_code":"GB","type":"government","lineage":["https://openalex.org/I2801884250"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Megan Stamper","raw_affiliation_strings":["BBC, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BBC, United Kingdom","institution_ids":["https://openalex.org/I2801884250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1687,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41714496,"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":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991999864578247,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/computer-science","display_name":"Computer science","score":0.8089554309844971},{"id":"https://openalex.org/keywords/salience","display_name":"Salience (neuroscience)","score":0.6111218333244324},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6038339734077454},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5631890892982483},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.49054259061813354},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4381808042526245},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3924434781074524},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37887734174728394},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3713405430316925},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33355897665023804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2420710325241089}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8089554309844971},{"id":"https://openalex.org/C108154423","wikidata":"https://www.wikidata.org/wiki/Q1469792","display_name":"Salience (neuroscience)","level":2,"score":0.6111218333244324},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6038339734077454},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5631890892982483},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.49054259061813354},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4381808042526245},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3924434781074524},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37887734174728394},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3713405430316925},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33355897665023804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2420710325241089},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3543829.3543830","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543829.3543830","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th Conference on Conversational User Interfaces","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:273755","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/55956.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"}],"best_oa_location":{"id":"pmh:oai:eprints.gla.ac.uk:273755","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/55956.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G3203412108","display_name":"Turing AI Fellowship:Neural Conversational Information Seeking Assistant","funder_award_id":"EP/V025708/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7302224536","display_name":null,"funder_award_id":"EP/V025708/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2049534074","https://openalex.org/W2080133951","https://openalex.org/W2140586157","https://openalex.org/W2143229876","https://openalex.org/W2891826200","https://openalex.org/W2899154813","https://openalex.org/W2970641574","https://openalex.org/W2972664115","https://openalex.org/W3033919759","https://openalex.org/W3034654340","https://openalex.org/W3098350697","https://openalex.org/W3099944244","https://openalex.org/W3100107515","https://openalex.org/W3115037692","https://openalex.org/W3155584966","https://openalex.org/W3169283738","https://openalex.org/W3198536471","https://openalex.org/W4206633947","https://openalex.org/W4251326898","https://openalex.org/W6600263792"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1485630101","https://openalex.org/W2498017833","https://openalex.org/W2355862304","https://openalex.org/W112744582","https://openalex.org/W2356108042","https://openalex.org/W2030250808","https://openalex.org/W2182671698","https://openalex.org/W219090214","https://openalex.org/W2183553115"],"abstract_inverted_index":{"Open-domain":[0],"conversational":[1,57,109,131,153],"interaction":[2],"with":[3,150,158,172],"news,":[4],"podcasts,":[5],"and":[6,29,34,51,76,121,128,142,152],"other":[7],"types":[8],"of":[9,114,169],"heterogeneous":[10,116,135],"content":[11,33,69,110,132],"remains":[12],"an":[13],"open":[14],"challenge.":[15],"Interactive":[16],"agents":[17],"must":[18],"support":[19],"information":[20],"access":[21],"in":[22,67,156],"a":[23,49,73,83,97,115],"way":[24],"that":[25],"is":[26],"fair,":[27],"impartial,":[28],"true":[30],"to":[31,72,81,88,106],"the":[32,68,163,167,173],"knowledge":[35,74],"discussed.":[36],"To":[37],"facilitate":[38],"this,":[39],"systems":[40],"building":[41],"on":[42,101,134,178],"interactive":[43],"retrieval":[44],"from":[45,162],"knowledge-grounded":[46,108],"media":[47,58,119,136],"are":[48],"controllable":[50],"known":[52],"base":[53],"for":[54,124],"experimentation.":[55],"A":[56],"agent":[59],"should":[60],"retrieve":[61],"relevant":[62],"content,":[63,137],"understand":[64],"key":[65],"concepts":[66],"through":[70],"grounding":[71],"base,":[75],"enable":[77],"exploration":[78],"by":[79],"offering":[80],"discuss":[82],"topic":[84],"further":[85],"or":[86],"progress":[87],"describe":[89],"related":[90],"topics.":[91],"In":[92],"this":[93],"work,":[94],"we":[95],"release":[96],"new":[98],"multi-task":[99],"benchmark":[100],"COnversational":[102],"Media":[103],"EXploration":[104],"(COMEX)":[105],"measure":[107],"exploration.":[111],"It":[112],"consists":[113],"semantically":[117],"annotated":[118],"corpus":[120],"topic-specific":[122],"data":[123],"1)":[125],"entity":[126],"Wikification":[127],"salience,":[129],"2)":[130],"ranking":[133],"3)":[138],"background":[139,144],"link":[140],"ranking,":[141],"4)":[143],"linking":[145],"explanation.":[146],"We":[147,165],"develop":[148],"COMEX":[149],"judgments":[151],"interactions":[154],"developed":[155],"partnership":[157],"professional":[159],"editorial":[160],"staff":[161],"BBC.":[164],"study":[166],"behavior":[168],"state-of-the-art":[170],"systems,":[171],"results":[174],"demonstrating":[175],"significant":[176],"headroom":[177],"all":[179],"tasks.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
