{"id":"https://openalex.org/W2469813221","doi":"https://doi.org/10.18653/v1/s16-1131","title":"UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by combining a CNN with String Similarity Measures","display_name":"UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by combining a CNN with String Similarity Measures","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2469813221","doi":"https://doi.org/10.18653/v1/s16-1131","mag":"2469813221"},"language":"en","primary_location":{"id":"doi:10.18653/v1/s16-1131","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s16-1131","pdf_url":"https://www.aclweb.org/anthology/S16-1131.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 10th International Workshop on Semantic Evaluation (SemEval-2016)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/S16-1131.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103085805","display_name":"Timothy Baldwin","orcid":"https://orcid.org/0000-0002-4445-1386"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Timothy Baldwin","raw_affiliation_strings":["Department of Computing and Information Systems The University of Melbourne VIC, Australia","University of Melbourne"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems The University of Melbourne VIC, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075528828","display_name":"Huizhi Liang","orcid":"https://orcid.org/0000-0003-4408-4528"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Huizhi Liang","raw_affiliation_strings":["Department of Computing and Information Systems The University of Melbourne VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems The University of Melbourne VIC, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019218714","display_name":"Bahar Salehi","orcid":"https://orcid.org/0000-0002-1279-1263"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bahar Salehi","raw_affiliation_strings":["Department of Computing and Information Systems The University of Melbourne VIC, Australia","NICTA","University of Melbourne"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems The University of Melbourne VIC, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"NICTA","institution_ids":[]},{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041277833","display_name":"Doris Hoogeveen","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Doris Hoogeveen","raw_affiliation_strings":["Department of Computing and Information Systems The University of Melbourne VIC, Australia","NICTA","University of Melbourne"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems The University of Melbourne VIC, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"NICTA","institution_ids":[]},{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413878","display_name":"Yitong Li","orcid":"https://orcid.org/0000-0003-0640-5992"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yitong Li","raw_affiliation_strings":["Department of Computing and Information Systems The University of Melbourne VIC, Australia","University of Melbourne"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems The University of Melbourne VIC, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076389674","display_name":"Long Duong","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Long Duong","raw_affiliation_strings":["Department of Computing and Information Systems The University of Melbourne VIC, Australia","NICTA","University of Melbourne"],"affiliations":[{"raw_affiliation_string":"Department of Computing and Information Systems The University of Melbourne VIC, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"NICTA","institution_ids":[]},{"raw_affiliation_string":"University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103085805"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":4.2848,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94835383,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"851","last_page":"856"},"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":0.9994000196456909,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9629999995231628,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/semeval","display_name":"SemEval","score":0.9316024780273438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8146967887878418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7537057399749756},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6770433187484741},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6561605334281921},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6003588438034058},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5671508312225342},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.547902524471283},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.538243293762207},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.4944436550140381},{"id":"https://openalex.org/keywords/string","display_name":"String (physics)","score":0.4883429706096649},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.45373764634132385},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3691949248313904},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07857966423034668}],"concepts":[{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.9316024780273438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8146967887878418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7537057399749756},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6770433187484741},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6561605334281921},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6003588438034058},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5671508312225342},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.547902524471283},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.538243293762207},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4944436550140381},{"id":"https://openalex.org/C157486923","wikidata":"https://www.wikidata.org/wiki/Q1376436","display_name":"String (physics)","level":2,"score":0.4883429706096649},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.45373764634132385},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3691949248313904},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07857966423034668},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/s16-1131","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s16-1131","pdf_url":"https://www.aclweb.org/anthology/S16-1131.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 10th International Workshop on Semantic Evaluation (SemEval-2016)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/s16-1131","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/s16-1131","pdf_url":"https://www.aclweb.org/anthology/S16-1131.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 10th International Workshop on Semantic Evaluation (SemEval-2016)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2469813221.pdf","grobid_xml":"https://content.openalex.org/works/W2469813221.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W1493309689","https://openalex.org/W2032494091","https://openalex.org/W2078861931","https://openalex.org/W2095705004","https://openalex.org/W2101105183","https://openalex.org/W2108648114","https://openalex.org/W2117130368","https://openalex.org/W2120615054","https://openalex.org/W2123301721","https://openalex.org/W2129804798","https://openalex.org/W2143017621","https://openalex.org/W2143612262","https://openalex.org/W2149327368","https://openalex.org/W2153579005","https://openalex.org/W2163605009","https://openalex.org/W2170690622","https://openalex.org/W2251757591","https://openalex.org/W2294860948","https://openalex.org/W2468484304","https://openalex.org/W2600463316","https://openalex.org/W2953320089","https://openalex.org/W4294170691"],"related_works":["https://openalex.org/W2798693377","https://openalex.org/W4385570771","https://openalex.org/W4287704526","https://openalex.org/W3044452375","https://openalex.org/W2962934252","https://openalex.org/W3114038635","https://openalex.org/W3114706517","https://openalex.org/W2463861136","https://openalex.org/W3117823711","https://openalex.org/W2954651433"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"the":[3,6,14,32],"results":[4],"of":[5,8,11,19,29],"participation":[7],"The":[9,60],"University":[10],"Melbourne":[12],"in":[13],"community":[15],"question-answering":[16],"(CQA)":[17],"task":[18],"SemEval":[20],"2016":[21],"(Task":[22],"3-B).":[23],"We":[24],"obtained":[25],"a":[26,39,43,55],"MAP":[27],"score":[28],"70.2%":[30],"on":[31],"test":[33],"set,":[34],"by":[35],"combining":[36],"three":[37],"classifiers:":[38],"NaiveBayes":[40],"classifier":[41],"and":[42,54,65],"support":[44],"vector":[45],"machine":[46,66],"(SVM)":[47],"each":[48],"trained":[49],"over":[50],"lexical":[51],"similarity":[52],"features,":[53],"convolutional":[56],"neural":[57],"network":[58],"(CNN).":[59],"CNN":[61],"uses":[62],"word":[63],"embeddings":[64],"translation":[67],"evaluation":[68],"scores":[69],"as":[70],"features.":[71]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
