{"id":"https://openalex.org/W3097888164","doi":"https://doi.org/10.1145/3393527.3393553","title":"Adaptive Multi-stage Multi-strategy Word Representation Learning in HowNet","display_name":"Adaptive Multi-stage Multi-strategy Word Representation Learning in HowNet","publication_year":2020,"publication_date":"2020-05-22","ids":{"openalex":"https://openalex.org/W3097888164","doi":"https://doi.org/10.1145/3393527.3393553","mag":"3097888164"},"language":"en","primary_location":{"id":"doi:10.1145/3393527.3393553","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3393527.3393553","pdf_url":null,"source":{"id":"https://openalex.org/S4306523950","display_name":"Proceedings of the ACM Turing Celebration Conference - China","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Turing Celebration Conference - China","raw_type":"proceedings-article"},"type":"conference-paper","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/A5076239938","display_name":"Hao Teng","orcid":"https://orcid.org/0000-0003-0075-4761"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Teng","raw_affiliation_strings":["Department of Computer Science and Technology, Ocean University of China, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Ocean University of China, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040669443","display_name":"Yingjian Liu","orcid":"https://orcid.org/0000-0002-3401-2566"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjian Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Ocean University of China, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Ocean University of China, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101445174","display_name":"Haoyu Yin","orcid":"https://orcid.org/0009-0005-1588-9310"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Yin","raw_affiliation_strings":["Department of Computer Science and Technology, Ocean University of China, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Ocean University of China, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100733783","display_name":"Yue Li","orcid":"https://orcid.org/0009-0002-7842-1481"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Li","raw_affiliation_strings":["Department of Computer Science and Technology, Ocean University of China, Qingdao, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Ocean University of China, Qingdao, Shandong, China","institution_ids":["https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59028903"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"151","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9940000176429749,"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9914000034332275,"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/generalizability-theory","display_name":"Generalizability theory","score":0.7936984300613403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7413092851638794},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.7032777070999146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6654366254806519},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6111258864402771},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5062324404716492},{"id":"https://openalex.org/keywords/analogy","display_name":"Analogy","score":0.47113651037216187},{"id":"https://openalex.org/keywords/adaptive-strategies","display_name":"Adaptive strategies","score":0.41606661677360535},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37939995527267456},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3695099353790283},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16525763273239136}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.7936984300613403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7413092851638794},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7032777070999146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6654366254806519},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6111258864402771},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5062324404716492},{"id":"https://openalex.org/C521332185","wikidata":"https://www.wikidata.org/wiki/Q185816","display_name":"Analogy","level":2,"score":0.47113651037216187},{"id":"https://openalex.org/C167393769","wikidata":"https://www.wikidata.org/wiki/Q4680768","display_name":"Adaptive strategies","level":2,"score":0.41606661677360535},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37939995527267456},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3695099353790283},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16525763273239136},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3393527.3393553","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3393527.3393553","pdf_url":null,"source":{"id":"https://openalex.org/S4306523950","display_name":"Proceedings of the ACM Turing Celebration Conference - China","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Turing Celebration Conference - China","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4372471620","display_name":null,"funder_award_id":"61572448, 61673357","funder_id":"https://openalex.org/F4320327720","funder_display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320327720","display_name":"Foundation for Innovative Research Groups of the National Natural Science Foundation of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1991839217","https://openalex.org/W2077428231","https://openalex.org/W2081580037","https://openalex.org/W2250539671","https://openalex.org/W2327524449","https://openalex.org/W2531563875","https://openalex.org/W2540645427","https://openalex.org/W2600077159","https://openalex.org/W2606092111","https://openalex.org/W2741609678","https://openalex.org/W2789202651","https://openalex.org/W2882319491","https://openalex.org/W2950577311"],"related_works":["https://openalex.org/W2392206215","https://openalex.org/W2365201483","https://openalex.org/W2355561779","https://openalex.org/W2352407775","https://openalex.org/W2118717649","https://openalex.org/W2186567693","https://openalex.org/W108701362","https://openalex.org/W2469799552","https://openalex.org/W2768582344","https://openalex.org/W2803176955"],"abstract_inverted_index":{"Multi-stage":[0],"and":[1,10,17,22,27,48,65,96],"multi-strategy":[2,57],"word":[3,58,94,97],"representation":[4,59],"learning":[5,60],"(M2WRL)":[6],"model":[7,62,76,87,105],"with":[8,45,63,70],"sense":[9],"sememe":[11],"in":[12,20,67],"HowNet":[13],"outperforms":[14,107],"most":[15],"single-stage":[16],"single-strategy":[18],"models":[19],"effectiveness":[21,84],"efficiency.":[23],"However,":[24],"fixed":[25],"stages":[26],"using":[28],"order":[29],"among":[30],"strategies":[31],"are":[32],"decided":[33],"empirically,":[34],"which":[35],"could":[36],"lead":[37],"to":[38],"poor":[39],"generalizability":[40],"of":[41,85],"those":[42],"models.":[43],"Combined":[44],"attention":[46],"strategy":[47],"maximum":[49],"strategy,":[50],"this":[51],"paper":[52],"proposes":[53],"an":[54],"adaptive":[55],"multistage":[56],"(A-M2WRL)":[61],"senses":[64],"sememes":[66],"HowNet.":[68],"Compared":[69],"our":[71,103],"previous":[72],"M2WRL":[73],"model,":[74],"A-M2WRL":[75,86,104],"is":[77,88],"more":[78],"generalized,":[79],"reducing":[80],"human":[81],"workload.":[82],"The":[83],"evaluated":[89],"on":[90],"two":[91],"classical":[92],"tasks,":[93],"similarity":[95],"analogy.":[98],"Experiment":[99],"results":[100],"indicate":[101],"that":[102],"overall":[106],"other":[108],"baselines.":[109]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
