{"id":"https://openalex.org/W2963537918","doi":"https://doi.org/10.1109/smc.2017.8122578","title":"Joint RNN model for argument component boundary detection","display_name":"Joint RNN model for argument component boundary detection","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2963537918","doi":"https://doi.org/10.1109/smc.2017.8122578","mag":"2963537918"},"language":"en","primary_location":{"id":"doi:10.1109/smc.2017.8122578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8122578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017025308","display_name":"Minglan Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Minglan Li","raw_affiliation_strings":["Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101518879","display_name":"Yang Gao","orcid":"https://orcid.org/0000-0002-5429-6236"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Gao","raw_affiliation_strings":["Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079575403","display_name":"Hui Wen","orcid":"https://orcid.org/0000-0003-0854-4152"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Wen","raw_affiliation_strings":["Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114062332","display_name":"Yang Du","orcid":"https://orcid.org/0000-0002-1564-1842"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Du","raw_affiliation_strings":["Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074093223","display_name":"Haijing Liu","orcid":"https://orcid.org/0009-0003-7708-8055"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijing Liu","raw_affiliation_strings":["Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100599817","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0003-0896-080X"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences"],"affiliations":[{"raw_affiliation_string":"Institute of Software Chinese Academy of Sciences, University of Chinese Academy of Sciences","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017025308"],"corresponding_institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.9751,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83180517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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":0.9994999766349792,"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/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.798169732093811},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.7801494598388672},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.6719151735305786},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.6389939188957214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.631904661655426},{"id":"https://openalex.org/keywords/argumentation-theory","display_name":"Argumentation theory","score":0.5954314470291138},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.58177649974823},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5802229046821594},{"id":"https://openalex.org/keywords/sequence-labeling","display_name":"Sequence labeling","score":0.5738834142684937},{"id":"https://openalex.org/keywords/argumentative","display_name":"Argumentative","score":0.561363697052002},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5541085600852966},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5526653528213501},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.489923894405365},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.4747462868690491},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.458175390958786},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44581180810928345},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4221714735031128},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37633076310157776},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2506359815597534},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.24981772899627686},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0858820378780365},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07293686270713806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.798169732093811},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.7801494598388672},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.6719151735305786},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.6389939188957214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.631904661655426},{"id":"https://openalex.org/C65059942","wikidata":"https://www.wikidata.org/wiki/Q270105","display_name":"Argumentation theory","level":2,"score":0.5954314470291138},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.58177649974823},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5802229046821594},{"id":"https://openalex.org/C35639132","wikidata":"https://www.wikidata.org/wiki/Q7452468","display_name":"Sequence labeling","level":3,"score":0.5738834142684937},{"id":"https://openalex.org/C2781306805","wikidata":"https://www.wikidata.org/wiki/Q4789761","display_name":"Argumentative","level":2,"score":0.561363697052002},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5541085600852966},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5526653528213501},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.489923894405365},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.4747462868690491},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.458175390958786},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44581180810928345},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4221714735031128},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37633076310157776},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2506359815597534},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.24981772899627686},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0858820378780365},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07293686270713806},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc.2017.8122578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc.2017.8122578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W329130461","https://openalex.org/W1522301498","https://openalex.org/W1843891098","https://openalex.org/W1940872118","https://openalex.org/W1982854161","https://openalex.org/W2064675550","https://openalex.org/W2079735306","https://openalex.org/W2095705004","https://openalex.org/W2104518905","https://openalex.org/W2107878631","https://openalex.org/W2143612262","https://openalex.org/W2147880316","https://openalex.org/W2153579005","https://openalex.org/W2250309026","https://openalex.org/W2250539671","https://openalex.org/W2251448848","https://openalex.org/W2251647857","https://openalex.org/W2251663606","https://openalex.org/W2251931307","https://openalex.org/W2265846598","https://openalex.org/W2266769560","https://openalex.org/W2296283641","https://openalex.org/W2327805699","https://openalex.org/W2343649478","https://openalex.org/W2951602301","https://openalex.org/W2962965405","https://openalex.org/W2963974889","https://openalex.org/W2964121744","https://openalex.org/W4294170691","https://openalex.org/W6675573446","https://openalex.org/W6682082992","https://openalex.org/W6691832411","https://openalex.org/W6693505360","https://openalex.org/W6693701292"],"related_works":["https://openalex.org/W123909285","https://openalex.org/W4321448273","https://openalex.org/W1437497005","https://openalex.org/W4255580133","https://openalex.org/W2950795290","https://openalex.org/W2235416023","https://openalex.org/W3093095102","https://openalex.org/W1044030705","https://openalex.org/W1582835128","https://openalex.org/W2502751716"],"abstract_inverted_index":{"Argument":[0],"Component":[1],"Boundary":[2],"Detection":[3],"(ACBD)":[4],"is":[5,24],"an":[6],"important":[7],"sub-task":[8,30],"in":[9,31,55,93],"argumentation":[10,33],"mining;":[11],"it":[12],"aims":[13],"at":[14],"identifying":[15],"the":[16,28,32,87,91,94,116,123,146],"word":[17],"sequences":[18],"that":[19,105,140],"constitute":[20],"argument":[21,124],"components,":[22],"and":[23,44,66,114],"usually":[25],"considered":[26],"as":[27,61],"first":[29],"mining":[34],"pipeline.":[35],"Existing":[36],"ACBD":[37,60],"methods":[38],"heavily":[39],"depend":[40],"on":[41,49,131,149],"task-specific":[42],"knowledge,":[43],"require":[45],"considerable":[46],"human":[47],"efforts":[48],"feature-engineering.":[50],"To":[51],"tackle":[52],"these":[53],"problems,":[54],"this":[56],"work,":[57],"we":[58,98],"formulate":[59],"a":[62,68,100],"sequence":[63],"labeling":[64],"problem":[65],"propose":[67,99],"variety":[69],"of":[70,90],"Recurrent":[71],"Neural":[72],"Network":[73],"(RNN)":[74],"based":[75],"methods,":[76],"which":[77],"do":[78],"not":[79],"use":[80,115],"domain":[81],"specific":[82],"or":[83,112],"handcrafted":[84],"features":[85],"beyond":[86],"relative":[88],"position":[89],"sentence":[92],"document.":[95],"In":[96],"particular,":[97],"novel":[101],"joint":[102,142],"RNN":[103,143],"model":[104,144],"can":[106],"predict":[107],"whether":[108],"sentences":[109],"are":[110],"argumentative":[111],"not,":[113],"predicted":[117],"results":[118,138],"to":[119],"more":[120],"precisely":[121],"detect":[122],"component":[125],"boundaries.":[126],"We":[127],"evaluate":[128],"our":[129,141],"techniques":[130],"two":[132,135],"corpora":[133],"from":[134],"different":[136],"genres;":[137],"suggest":[139],"obtain":[145],"state-of-the-art":[147],"performance":[148],"both":[150],"datasets.":[151]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}