{"id":"https://openalex.org/W2806179800","doi":"https://doi.org/10.18653/v1/s18-1183","title":"ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention","display_name":"ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2806179800","doi":"https://doi.org/10.18653/v1/s18-1183","mag":"2806179800"},"language":"en","primary_location":{"id":"doi:10.18653/v1/s18-1183","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s18-1183","pdf_url":"https://www.aclweb.org/anthology/S18-1183.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 12th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/S18-1183.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100428683","display_name":"Wenjie Liu","orcid":"https://orcid.org/0000-0002-9317-2869"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjie Liu","raw_affiliation_strings":["School of Computer Science and Technology","Harbin Institute of Technology Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"Harbin Institute of Technology Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033705258","display_name":"Chengjie Sun","orcid":"https://orcid.org/0000-0001-9081-1410"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengjie Sun","raw_affiliation_strings":["Harbin Institute of Technology Harbin, China","School of Computer Science and Technology"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048326379","display_name":"Lei Lin","orcid":"https://orcid.org/0000-0002-1161-8565"},"institutions":[{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Lin","raw_affiliation_strings":["Harbin Institute of Technology Harbin, China","School of Computer Science and Technology"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004324294","display_name":"Bingquan Liu","orcid":"https://orcid.org/0000-0001-6352-2170"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingquan Liu","raw_affiliation_strings":["Harbin Institute of Technology Harbin, China","School of Computer Science and Technology"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology Harbin, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100428683"],"corresponding_institution_ids":["https://openalex.org/I204983213","https://openalex.org/I4390039265"],"apc_list":null,"apc_paid":null,"fwci":0.169,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58621846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1089","last_page":"1093"},"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":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/semeval","display_name":"SemEval","score":0.8144010305404663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.759732186794281},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.7064606547355652},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.626238226890564},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5867429971694946},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5333300828933716},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.49785590171813965},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.49768927693367004},{"id":"https://openalex.org/keywords/natural-language-understanding","display_name":"Natural language understanding","score":0.4937666356563568},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.4739021360874176},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.45758572220802307},{"id":"https://openalex.org/keywords/warrant","display_name":"Warrant","score":0.4517790377140045},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.40769076347351074},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.23396092653274536},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15143603086471558}],"concepts":[{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.8144010305404663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.759732186794281},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.7064606547355652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.626238226890564},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5867429971694946},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5333300828933716},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.49785590171813965},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.49768927693367004},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.4937666356563568},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.4739021360874176},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.45758572220802307},{"id":"https://openalex.org/C2776916960","wikidata":"https://www.wikidata.org/wiki/Q637156","display_name":"Warrant","level":2,"score":0.4517790377140045},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.40769076347351074},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.23396092653274536},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15143603086471558},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/s18-1183","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s18-1183","pdf_url":"https://www.aclweb.org/anthology/S18-1183.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 12th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/s18-1183","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s18-1183","pdf_url":"https://www.aclweb.org/anthology/S18-1183.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 12th International Workshop on Semantic Evaluation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.800000011920929,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3562507197","display_name":null,"funder_award_id":"61572151","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3881918265","display_name":null,"funder_award_id":"2015AA015405","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6827545026","display_name":null,"funder_award_id":"61602131","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8208342437","display_name":null,"funder_award_id":"1 and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2806179800.pdf","grobid_xml":"https://content.openalex.org/works/W2806179800.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W179875071","https://openalex.org/W1840435438","https://openalex.org/W2064675550","https://openalex.org/W2107878631","https://openalex.org/W2157331557","https://openalex.org/W2171928131","https://openalex.org/W2250539671","https://openalex.org/W2608787653","https://openalex.org/W2744279061","https://openalex.org/W2745013032","https://openalex.org/W2768601846","https://openalex.org/W2962729168","https://openalex.org/W2962958286","https://openalex.org/W3099023595"],"related_works":["https://openalex.org/W2751698142","https://openalex.org/W3157284875","https://openalex.org/W2259406085","https://openalex.org/W2099715052","https://openalex.org/W2147241511","https://openalex.org/W4226247999","https://openalex.org/W4213176082","https://openalex.org/W3090872036","https://openalex.org/W2187398150","https://openalex.org/W3209772662"],"abstract_inverted_index":{"Reasoning":[0,26],"is":[1,61,76],"a":[2,39],"very":[3],"important":[4,9],"topic":[5],"and":[6,69,93],"has":[7],"many":[8],"applications":[10],"in":[11],"the":[12,58,66,70,80,87,90,96,102],"field":[13],"of":[14,95],"natural":[15,31],"language":[16,32],"processing.":[17],"Semantic":[18],"Evaluation":[19],"(SemEval)":[20],"2018":[21],"Task":[22],"12":[23],"\"The":[24],"Argument":[25],"Comprehension\"":[27],"committed":[28],"to":[29,51,63,78],"research":[30],"reasoning.":[33],"In":[34,55],"this":[35,53],"task,":[36],"we":[37,100],"proposed":[38],"novel":[40],"argument":[41],"reasoning":[42],"comprehension":[43],"system,":[44,57],"ITNLP-ARC,":[45],"which":[46],"use":[47],"Neural":[48],"Networks":[49],"technology":[50],"solve":[52],"problem.":[54],"our":[56,108],"LSTM":[59],"model":[60,75],"involved":[62],"encode":[64],"both":[65],"premise":[67,82],"sentences":[68],"warrant":[71,98],"sentences.":[72],"The":[73],"attention":[74,91],"used":[77],"merge":[79],"two":[81,97],"sentence":[83],"vectors.":[84],"Through":[85],"comparing":[86],"similarity":[88,106],"between":[89],"vector":[92],"each":[94],"vectors,":[99],"choose":[101],"one":[103],"with":[104],"higher":[105],"as":[107],"system's":[109],"final":[110],"answer.":[111]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
