{"id":"https://openalex.org/W2752271464","doi":"https://doi.org/10.18653/v1/s17-2022","title":"ITNLP-AiKF at SemEval-2017 Task 1: Rich Features Based SVR for Semantic Textual Similarity Computing","display_name":"ITNLP-AiKF at SemEval-2017 Task 1: Rich Features Based SVR for Semantic Textual Similarity Computing","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2752271464","doi":"https://doi.org/10.18653/v1/s17-2022","mag":"2752271464"},"language":"en","primary_location":{"id":"doi:10.18653/v1/s17-2022","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s17-2022","pdf_url":"https://www.aclweb.org/anthology/S17-2022.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 11th International Workshop on Semantic Evaluation\n          (SemEval-2017)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/S17-2022.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/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":true,"raw_author_name":"Wenjie 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"]}]},{"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":["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/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/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":"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":0.4158,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72508147,"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":"159","last_page":"163"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9977999925613403,"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/semeval","display_name":"SemEval","score":0.8506977558135986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8370212316513062},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7069395780563354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7037516832351685},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6654822826385498},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.6223006248474121},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.5515881180763245},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5294931530952454},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4817071557044983},{"id":"https://openalex.org/keywords/equivalence","display_name":"Equivalence (formal languages)","score":0.47599613666534424},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43019038438796997},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41412675380706787},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.3926449716091156},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10528811812400818}],"concepts":[{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.8506977558135986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8370212316513062},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7069395780563354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7037516832351685},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6654822826385498},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6223006248474121},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.5515881180763245},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5294931530952454},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4817071557044983},{"id":"https://openalex.org/C2780069185","wikidata":"https://www.wikidata.org/wiki/Q7977945","display_name":"Equivalence (formal languages)","level":2,"score":0.47599613666534424},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43019038438796997},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41412675380706787},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.3926449716091156},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10528811812400818},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/s17-2022","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s17-2022","pdf_url":"https://www.aclweb.org/anthology/S17-2022.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 11th International Workshop on Semantic Evaluation\n          (SemEval-2017)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/s17-2022","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s17-2022","pdf_url":"https://www.aclweb.org/anthology/S17-2022.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 11th International Workshop on Semantic Evaluation\n          (SemEval-2017)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4","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/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/W2752271464.pdf","grobid_xml":"https://content.openalex.org/works/W2752271464.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W204849900","https://openalex.org/W1555805532","https://openalex.org/W1566018662","https://openalex.org/W1614298861","https://openalex.org/W1647729745","https://openalex.org/W2077428231","https://openalex.org/W2081580037","https://openalex.org/W2118020653","https://openalex.org/W2133691178","https://openalex.org/W2136480620","https://openalex.org/W2143017621","https://openalex.org/W2158139315","https://openalex.org/W2165979181","https://openalex.org/W2185606683","https://openalex.org/W2250539671","https://openalex.org/W2251861449","https://openalex.org/W2252050571","https://openalex.org/W2951798058","https://openalex.org/W2953320089"],"related_works":["https://openalex.org/W2752041471","https://openalex.org/W78638240","https://openalex.org/W2252122760","https://openalex.org/W2469576572","https://openalex.org/W2159849140","https://openalex.org/W2753242182","https://openalex.org/W2911655849","https://openalex.org/W4286432911","https://openalex.org/W2966570129","https://openalex.org/W3099449837"],"abstract_inverted_index":{"Semantic":[0,32],"Textual":[1,33],"Similarity":[2,34],"(STS)":[3],"devotes":[4],"to":[5,65],"measuring":[6],"the":[7,12,16,28,63,78,96],"degree":[8],"of":[9,15,83,98],"equivalence":[10],"in":[11,27,95],"underlying":[13],"semantic":[14],"sentence":[17,67],"pair.":[18],"We":[19,61],"proposed":[20],"a":[21,71,80,92],"new":[22],"system,":[23,42,89],"ITNLP-AiKF,":[24],"which":[25,90],"applies":[26],"SemEval":[29],"2017":[30],"Task1":[31],"track":[35],"5":[36],"English":[37],"monolingual":[38],"pairs.":[39],"In":[40,77],"our":[41,88],"rich":[43],"features":[44,64],"are":[45],"involved,":[46],"including":[47],"Ontology":[48],"based,":[49,52,54],"word":[50],"embedding":[51],"Corpus":[53],"Alignment":[55],"based":[56,59],"and":[57],"Literal":[58],"feature.":[60],"leveraged":[62],"predict":[66],"pair":[68],"similarity":[69],"by":[70,87],"Support":[72],"Vector":[73],"Regression":[74],"(SVR)":[75],"model.":[76],"result,":[79],"Pearson":[81],"Correlation":[82],"0.8231":[84],"is":[85,91],"achieved":[86],"competitive":[93],"result":[94],"contest":[97],"this":[99],"track.":[100]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}