{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T03:17:20Z","timestamp":1740107840650,"version":"3.37.3"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"17","license":[{"start":{"date-parts":[[2018,8,1]],"date-time":"2018-08-01T00:00:00Z","timestamp":1533081600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s00500-018-3417-1","type":"journal-article","created":{"date-parts":[[2018,8,1]],"date-time":"2018-08-01T09:57:22Z","timestamp":1533117442000},"page":"7853-7864","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A cascaded framework for identification and extraction of antonym for Turkish language"],"prefix":"10.1007","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5868-5407","authenticated-orcid":false,"given":"Tu\u011fba","family":"Y\u0131ld\u0131z","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7764-2891","authenticated-orcid":false,"given":"Sava\u015f","family":"Y\u0131ld\u0131r\u0131m","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,8,1]]},"reference":[{"issue":"3","key":"3417_CR1","first-page":"422","volume":"70","author":"L Aldhubayi","year":"2014","unstructured":"Aldhubayi L, AlYahya M (2014) Automatic Arabic antonym extraction using a corpus analysis tool. J Theor Appl Inf Technol 70(3):422\u2013433","journal-title":"J Theor Appl Inf Technol"},{"key":"3417_CR2","doi-asserted-by":"crossref","unstructured":"Al-Yahya M, Aldhubayi L, Al-Malak S (2014) A pattern-based approach to semantic relation extraction using a seed ontology. In: 2014 IEEE international conference on semantic computing (ICSC), Newport Beach, pp 96\u201399","DOI":"10.1109\/ICSC.2014.42"},{"key":"3417_CR3","first-page":"1137","volume":"3","author":"Y Bengio","year":"2003","unstructured":"Bengio Y, Ducharme R, Vincent P, Janvin C (2003) A neural probabilistic language model. J Mach Learn Res 3:1137\u20131155","journal-title":"J Mach Learn Res"},{"issue":"1\u20132","key":"3417_CR4","first-page":"163","volume":"7","author":"O Bilgin","year":"2004","unstructured":"Bilgin O, \u00c7etino\u011flu O, Oflazer K (2004) Building a wordnet for Turkish. Rom J Inf Sci Technol 7(1\u20132):163\u2013172","journal-title":"Rom J Inf Sci Technol"},{"key":"3417_CR5","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1162\/tacl_a_00051","volume":"5","author":"P Bojanowski","year":"2017","unstructured":"Bojanowski P, Grave E, Joulin A, Mikolov T (2017) Enriching word vectors with subword information. Trans Assoc Comput Linguist 5:135\u2013146","journal-title":"Trans Assoc Comput Linguist"},{"issue":"3","key":"3417_CR6","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1017\/S0142716400008675","volume":"10","author":"WG Charles","year":"1989","unstructured":"Charles WG, Miller GA (1989) Contexts of antonymous adjectives. Appl Psycholinguist 10(3):357\u201375","journal-title":"Appl Psycholinguist"},{"key":"3417_CR7","first-page":"2493","volume":"12","author":"JW Collobert","year":"2011","unstructured":"Collobert JW, Bottou L, Karlen M, Kavukcuoglu K, Kuksa PP (2011) Natural language processing (almost) from scratch. J Mach Learn Res 12:2493\u20132537","journal-title":"J Mach Learn Res"},{"key":"3417_CR8","volume-title":"Lexical semantics","author":"A Cruse","year":"1986","unstructured":"Cruse A (1986) Lexical semantics. Cambridge University Press, Cambridge"},{"key":"3417_CR9","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1016\/S0022-5371(64)80001-3","volume":"3","author":"J Deese","year":"1964","unstructured":"Deese J (1964) The associative structure of some common English adjectives. J Verbal Learn Verbal Behav 3:347\u201357","journal-title":"J Verbal Learn Verbal Behav"},{"key":"3417_CR10","unstructured":"Dekang L (1998) Automatic retrieval and clustering of similar words. In: Proceedings of COLING\/ACL98, Montreal, pp 768\u2013774"},{"key":"3417_CR11","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7287.001.0001","volume-title":"WordNet: an electronic lexical database","author":"C Fellbaum","year":"1998","unstructured":"Fellbaum C (1998) WordNet: an electronic lexical database. MIT Press, Cambridge"},{"issue":"23","key":"3417_CR12","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1080\/00437956.1954.11659520","volume":"10","author":"Z Harris","year":"1954","unstructured":"Harris Z (1954) Distributional structure. Word 10(23):146\u2013162","journal-title":"Word"},{"key":"3417_CR13","doi-asserted-by":"crossref","unstructured":"Hearst MA (1992) Automatic acquisition of hyponyms from large text corpora. In: Proceedings of the 14th international conference on computational linguistics, COLING 1992, Nantes, pp 539\u2013545","DOI":"10.3115\/992133.992154"},{"issue":"2","key":"3417_CR14","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1007\/s00500-015-1629-1","volume":"21","author":"W Huang","year":"2017","unstructured":"Huang W, Liu C (2017) Exploring lexical, syntactic, and semantic features for Chinese textual entailment in NTCIR RITE evaluation tasks. Soft Comput 21(2):311\u2013330","journal-title":"Soft Comput"},{"key":"3417_CR15","series-title":"Routledge advances in corpus linguistics","doi-asserted-by":"publisher","DOI":"10.4324\/9780203166253_chapter_11","volume-title":"Antonymy: a corpus-based perspective","author":"S Jones","year":"2002","unstructured":"Jones S (2002) Antonymy: a corpus-based perspective. Routledge advances in corpus linguistics. Routledge, London"},{"key":"3417_CR16","doi-asserted-by":"publisher","first-page":"129","DOI":"10.3366\/cor.2007.2.2.129","volume":"2","author":"S Jones","year":"2007","unstructured":"Jones S, Murphy ML, Paradis C, Willners C (2007) Googling for opposites\u2014a web-based study of antonym canonical. Corpora 2:129\u2013155","journal-title":"Corpora"},{"key":"3417_CR17","doi-asserted-by":"crossref","unstructured":"Joulin A, Grave E, Bojanowski P, Mikolov T (2017) Bag of tricks for efficient text classification. In: Proceedings of the 15th conference of the European chapter of the association for computational linguistics, pp 427\u2013431","DOI":"10.18653\/v1\/E17-2068"},{"key":"3417_CR18","first-page":"1","volume":"17","author":"J Justeson","year":"1991","unstructured":"Justeson J, Katz S (1991) Co-occurrences of antonymous adjectives and their Contexts. Comput Linguist 17:1\u201319","journal-title":"Comput Linguist"},{"key":"3417_CR19","unstructured":"Lin D, Zhao S, Qin L, Zhou M (2003) Identifying synonyms among distributionally similar words. In: Proceedings of IJCAI 2003. Acapulco, pp 1492\u20131493"},{"key":"3417_CR20","unstructured":"Lobanova A, Spenader J, Van de Cruys T, van der Kleij T, Tjong Kim Sang E (2009) Automatic relation extraction\u2014can synonym extraction benefit from antonym knowledge? In: NODALIDA 2009 workshop WordNets and other Lexical semantic resources\u2014between lexical semantics. lexicography, terminology and formal ontologies, Odense"},{"key":"3417_CR21","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1093\/ijl\/ecp039","volume":"23","author":"A Lobanova","year":"2010","unstructured":"Lobanova A, van der Kleij T, Spenader J (2010a) Defining antonymy: a corpus-based study of opposites by lexico-syntactic patterns. Int J Lexicogr 23:19\u201353","journal-title":"Int J Lexicogr"},{"key":"3417_CR22","unstructured":"Lobanova A, Bouma G, Jong Kim Sang JK E (2010b) Using a treebank for finding opposites. In: Proceedings of TLT9, Tartu, pp 139\u2013150"},{"key":"3417_CR23","unstructured":"Lucerto C, Pinto D, Jimienez-Salazar H (2004) An automatic method to identify antonym. In: Workshop on lexical resources and the web for word sense disambiguation. Puebla, pp 105\u2013111"},{"key":"3417_CR24","unstructured":"Marton Y, Kholy AE, Habash N (2011) Filtering antonymous, trend-Contrasting, and polarity-dissimilar distributional paraphrases for improving statistical machine translation. In: Proceedings of the sixth workshop on statistical machine translation, Edinburg, pp 237\u2013249"},{"key":"3417_CR25","unstructured":"Mikolov T, Sutskever I, Chen K, Corrado GS, Dean J (2013a) Distributed representations of words and phrases and their compositionality. In: Advances in neural information processing systems 26: 27th annual conference on neural information processing systems, Lake Tahoe, pp 3111\u20133119"},{"key":"3417_CR26","unstructured":"Mikolov T, Yih W, Zweig G (2013b) Linguistic regularities in continuous space word representations. In: Human language technologies: conference of the North American chapter of the association of computational linguistics, Atlanta, 2013, pp 746\u2013751"},{"key":"3417_CR27","doi-asserted-by":"crossref","unstructured":"Mohammad S, Dorr B, Hirst G (2008) Computing word-pair antonymy. In: Proceedings of the conference on empirical methods in natural language processing (EMNLP \u201908). Association for computational linguistics, Stroudsburg, pp 982\u2013991","DOI":"10.3115\/1613715.1613843"},{"issue":"3","key":"3417_CR28","doi-asserted-by":"publisher","first-page":"555","DOI":"10.1162\/COLI_a_00143","volume":"39","author":"S Mohammad","year":"2013","unstructured":"Mohammad S, Bonnie D, Hirst G, Turney PD (2013) Computing lexical contrasts. Comput Linguist 39(3):555\u2013590","journal-title":"Comput Linguist"},{"key":"3417_CR29","doi-asserted-by":"crossref","unstructured":"Nguyen KA, Vu NT, Walde SS (2016) Integrating distributional lexical contrast into word embeddings for antonym\u2013synonym distinction. CoRR, \n                              arXiv:1605.07766","DOI":"10.18653\/v1\/P16-2074"},{"key":"3417_CR30","doi-asserted-by":"crossref","unstructured":"Nguyen KA, Schulte im Walde S, Vu NT (2017) Distinguishing antonyms and synonyms in a pattern-based neural network. In: Proceedings of the 15th conference of the European chapter of the association for computational linguistics (EACL), Valencia, pp 76\u201385","DOI":"10.18653\/v1\/E17-1008"},{"key":"3417_CR31","doi-asserted-by":"crossref","unstructured":"Ono M, Miwa M, Sasaki Y (2015) Word embedding-based antonym detection using thesauri and distributional information. In: Conference of the North American chapter of the association for computational linguistics\u2014human language technologies, Denver, pp 984\u2013989","DOI":"10.3115\/v1\/N15-1100"},{"key":"3417_CR32","doi-asserted-by":"crossref","unstructured":"Pantel P, Pennacchiotti M (2006) Espresso: leveraging generic patterns for automatically harvesting semantic relations. In: Proceeding of the 21st international conference on computational linguistics and 44th annual meeting of the association for computational linguistics, Sydney, pp 113\u2013120","DOI":"10.3115\/1220175.1220190"},{"key":"3417_CR33","doi-asserted-by":"crossref","unstructured":"Roth M, Walde SS (2014) Combining word patterns and discourse markers for paradigmatic relation classification. In: Proceedings of the 52nd annual meeting of the association for computational linguistics, Baltimore, pp 524\u2013530","DOI":"10.3115\/v1\/P14-2086"},{"key":"3417_CR34","unstructured":"Rychly R (2008) A lexicographer-friendly association score. In: Proceedings of recent advances in slavonic natural language processing, Brno, pp 6\u20139"},{"key":"3417_CR35","doi-asserted-by":"crossref","unstructured":"\u015eahin G, Diri B, Y\u0131ld\u0131z T (2015) Analysis of lexico-syntactic patterns for antonym pair extraction from a Turkish corpus. In: Proceedings of the fourth international conference on advanced information technologies and applications, Dubai","DOI":"10.5121\/csit.2015.51502"},{"key":"3417_CR36","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"417","DOI":"10.1007\/978-3-540-85287-2_40","volume-title":"Advances in natural language processing","author":"H Sak","year":"2008","unstructured":"Sak H, G\u00fcng\u00f6r T, Sara\u00e7lar M (2008) Turkish language resources: morphological parser, morphological disambiguator and web corpus. In: Nordstr\u00f6m B, Ranta A (eds) Advances in natural language processing, vol 5221. LNCS. Springer, Berlin, Heidelberg, pp 417\u2013427"},{"key":"3417_CR37","volume-title":"The SMART retrieval system: experiments in automatic document processing","author":"G Salton","year":"1971","unstructured":"Salton G (1971) The SMART retrieval system: experiments in automatic document processing. Prentice Hall, Upper Saddle River"},{"key":"3417_CR38","unstructured":"Santus E, Lu Q, Lenci A, Huang C (2014) Taking antonymy mask off in vector space. In: Proceedings of the 28th Pacific Asia conference on language, information and computing: poster presentation, Phuket, pp 135\u2013144"},{"key":"3417_CR39","doi-asserted-by":"crossref","unstructured":"Schwartz R, Reichart R, Rappoport A (2015) Symmetric pattern based word embeddings for improved word similarity prediction. In: Proceedings of the nineteenth conference on computational natural language learning, pp 258\u2013267","DOI":"10.18653\/v1\/K15-1026"},{"key":"3417_CR40","unstructured":"Serbet\u00e7i A, Orhan Z, Pehlivan I (2011) Extraction of semantic word relations in Turkish from dictionary definitions. In: Proceedings of the ACL 2011 workshop on relational models of semantics, RELMS 2011, Portland, pp 11\u201318"},{"key":"3417_CR41","unstructured":"Snow R, Jurafsky D, Ng A (2004) Learning syntactic patterns for automatic hypernym discovery. In: Advances in neural information processing systems, Vancouver, pp 1297\u20131304"},{"key":"3417_CR42","unstructured":"Turian J, Ratinov L, Bengio Y (2010) Word representations: a simple and general method for semi-supervised learning. In: Proceedings of the 48th annual meeting of the association for computational linguistics, ACL \u201910, Stroudsburg, pp 384\u2013394"},{"key":"3417_CR43","doi-asserted-by":"crossref","unstructured":"Turney, PD (2008) A uniform approach to analogies, synonyms, antonyms, and associations. In: Proceedings of the 22nd international conference on computational linguistics (COLING 2008), pp 905\u2013912","DOI":"10.3115\/1599081.1599195"},{"key":"3417_CR44","unstructured":"Vylomova E, Rimell L, Cohn T, Baldwin T (2015) Take and took, gaggle and goose, book and read: evaluating the utility of vector differences for lexical relation learning. CoRR, \n                              arXiv:1509.01692"},{"key":"3417_CR45","series-title":"LNCS","doi-asserted-by":"publisher","first-page":"184","DOI":"10.1007\/978-3-642-40722-2_19","volume-title":"Language processing and knowledge in the web","author":"SSchulte im Walde","year":"2013","unstructured":"Walde SSchulte im, K\u00f6per M Maximilian (2013) Pattern-based distinction of paradigmatic relations for German nouns, verbs, adjectives. In: Gurevych I, Biemann C, Zesch T (eds) Language processing and knowledge in the web, vol 8105. LNCS. Springer, Berlin, Heidelberg, pp 184\u2013198"},{"key":"3417_CR46","doi-asserted-by":"crossref","unstructured":"Wang W, Thomas C, Sheth A, Chan V (2010) Pattern-based synonym and antonym extraction. In: Proceedings of the 48th annual southeast regional conference (ACM SE \u201910), New York, pp 1\u20134","DOI":"10.1145\/1900008.1900094"},{"key":"3417_CR47","volume-title":"Automatic extraction of semantic relationships using Turkish dictionary definitions","author":"E Yaz\u0131c\u0131","year":"2011","unstructured":"Yaz\u0131c\u0131 E, Amasyal\u0131 MF (2011) Automatic extraction of semantic relationships using Turkish dictionary definitions. EMO Bilimsel Dergi, Istanbul"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3417-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-018-3417-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-018-3417-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,31]],"date-time":"2019-07-31T20:38:53Z","timestamp":1564605533000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-018-3417-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8,1]]},"references-count":47,"journal-issue":{"issue":"17","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["3417"],"URL":"https:\/\/doi.org\/10.1007\/s00500-018-3417-1","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"type":"print","value":"1432-7643"},{"type":"electronic","value":"1433-7479"}],"subject":[],"published":{"date-parts":[[2018,8,1]]},"assertion":[{"value":"1 August 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human participants or animals performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}}]}}