{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T22:19:08Z","timestamp":1767997148182,"version":"3.49.0"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319771120","type":"print"},{"value":"9783319771137","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-77113-7_25","type":"book-chapter","created":{"date-parts":[[2018,10,9]],"date-time":"2018-10-09T07:14:48Z","timestamp":1539069288000},"page":"317-328","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Textual Entailment Using Machine Translation Evaluation Metrics"],"prefix":"10.1007","author":[{"given":"Tanik","family":"Saikh","sequence":"first","affiliation":[]},{"given":"Sudip Kumar","family":"Naskar","sequence":"additional","affiliation":[]},{"given":"Asif","family":"Ekbal","sequence":"additional","affiliation":[]},{"given":"Sivaji","family":"Bandyopadhyay","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,10,10]]},"reference":[{"key":"25_CR1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3264-1","volume-title":"The Nature of Statistical Learning Theory","author":"VN Vapnik","year":"1995","unstructured":"Vapnik, V.N.: The Nature of Statistical Learning Theory. Springer, New York (1995). https:\/\/doi.org\/10.1007\/978-1-4757-3264-1"},{"key":"25_CR2","doi-asserted-by":"crossref","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. 2(3), 27:1\u201327:27 (2011)","DOI":"10.1145\/1961189.1961199"},{"key":"25_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/978-3-642-38682-4_14","volume-title":"Advances in Computational Intelligence","author":"R Becerra","year":"2013","unstructured":"Becerra, R., Joya, G., Garc\u00eda Berm\u00fadez, R.V., Vel\u00e1zquez, L., Rodr\u00edguez, R., Pino, C.: Saccadic points classification using multilayer perceptron and random forest classifiers in EOG recordings of patients with Ataxia SCA2. In: Rojas, I., Joya, G., Cabestany, J. (eds.) IWANN 2013. LNCS, vol. 7903, pp. 115\u2013123. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-38682-4_14"},{"key":"25_CR4","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1007\/978-3-319-21024-7_13","volume-title":"Machine Learning and Data Mining in Pattern Recognition","author":"W Costa","year":"2015","unstructured":"Costa, W., Fonseca, L., K\u00f6rting, T.: Classifying grasslands and cultivated pastures in the brazilian cerrado using support vector machines, multilayer perceptrons and autoencoders. In: Perner, P. (ed.) MLDM 2015. LNCS (LNAI), vol. 9166, pp. 187\u2013198. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-21024-7_13"},{"key":"25_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1007\/978-3-642-21501-8_6","volume-title":"Advances in Computational Intelligence","author":"AJ Rivera","year":"2011","unstructured":"Rivera, A.J., Charte, F., P\u00e9rez-Godoy, M.D., de Jes\u00fas, M.J.: Multi-label testing for CO2RBFN: a first approach to the problem transformation methodology for multi-label classification. In: Cabestany, J., Rojas, I., Joya, G. (eds.) IWANN 2011. LNCS, vol. 6691, pp. 41\u201348. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-21501-8_6"},{"key":"25_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"491","DOI":"10.1007\/978-3-319-18111-0_37","volume-title":"Computational Linguistics and Intelligent Text Processing","author":"T Saikh","year":"2015","unstructured":"Saikh, T., Naskar, S.K., Giri, C., Bandyopadhyay, S.: Textual entailment using different similarity metrics. In: Gelbukh, A. (ed.) CICLing 2015. LNCS, vol. 9041, pp. 491\u2013501. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-18111-0_37"},{"key":"25_CR7","unstructured":"Saikh, T., Naskar, S.K., Bandyopadhyay, S.: JU\\_NLP@DPIL-FIRE 2016: paraphrase detection in indian languages - a machine learning approach. In: Working Notes of FIRE 2016 - Forum for Information Retrieval Evaluation, Kolkata, India, pp. 275\u2013278 (2016)"},{"key":"25_CR8","unstructured":"Alfonseca, E.: Application of the BLEU Algorithm for Recognising Textual Entailments. In: Proceedings of the PASCAL Challenges Workshop on Recognising Textual Entailment, pp. 9\u201312 (2005)"},{"key":"25_CR9","unstructured":"Hickl, A., Bensley, J., Williams, J., Roberts, K., Rink, B., Shi, Y.: Recognizing textual entailment with lcc\u2019s groundhog system. In: Proceedings of the Second PASCAL Challenges Workshop (2005)"},{"key":"25_CR10","doi-asserted-by":"crossref","unstructured":"Hickl, A., Bensley, J.: A discourse commitment-based framework for recognizing textual entailment. In: Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing, RTE 2007, pp. 171\u2013176. Association for Computational Linguistics, Stroudsburg (2007)","DOI":"10.3115\/1654536.1654571"},{"key":"25_CR11","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1007\/978-3-642-16773-7_15","volume-title":"Advances in Soft Computing","author":"MA R\u00edos Gaona","year":"2010","unstructured":"R\u00edos Gaona, M.A., Gelbukh, A., Bandyopadhyay, S.: Recognizing textual entailment using a machine learning approach. In: Sidorov, G., Hern\u00e1ndez Aguirre, A., Reyes Garc\u00eda, C.A. (eds.) MICAI 2010. LNCS (LNAI), vol. 6438, pp. 177\u2013185. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-16773-7_15"},{"key":"25_CR12","doi-asserted-by":"crossref","unstructured":"Li, B., Irwin, J., Garcia, E.V., Ram, A.: Machine learning based semantic inference: experiments and observations at RTE-3. In: Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing, RTE 2007, pp. 159\u2013164. Association for Computational Linguistics, Stroudsburg (2007)","DOI":"10.3115\/1654536.1654569"},{"key":"25_CR13","doi-asserted-by":"crossref","unstructured":"Ferr\u00e9s, D., Rodr\u00edguez, H.: Machine learning with semantic-based distances between sentences for textual entailment. In: Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing, RTE 2007, pp. 60\u201365. Association for Computational Linguistics, Stroudsburg (2007)","DOI":"10.3115\/1654536.1654550"},{"key":"25_CR14","doi-asserted-by":"crossref","unstructured":"Malakasiotis, P., Androutsopoulos, I.: Learning textual entailment using SVMs and string similarity measures. In: Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing, RTE 2007, pp. 42\u201347. Association for Computational Linguistics, Stroudsburg (2007)","DOI":"10.3115\/1654536.1654547"},{"issue":"2","key":"25_CR15","first-page":"269","volume":"23","author":"M Mohri","year":"1997","unstructured":"Mohri, M.: Finite-state transducers in language and speech processing. Comput. Linguist. 23(2), 269\u2013311 (1997)","journal-title":"Comput. Linguist."},{"key":"25_CR16","doi-asserted-by":"crossref","unstructured":"Tillmann, C., Vogel, S., Ney, H., Zubiaga, A., Sawaf, H.: Accelerated Dp Based Search for Statistical Translation. In: European Conference on Speech Communication and Technology, pp. 2667\u20132670 (1997)","DOI":"10.21437\/Eurospeech.1997-673"},{"key":"25_CR17","doi-asserted-by":"crossref","unstructured":"Papineni, K., Roukos, S., Ward, T., Zhu, W.J.: BLEU: a method for automatic evaluation of machine translation. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, ACL 2002, pp. 311\u2013318 (2002)","DOI":"10.3115\/1073083.1073135"},{"key":"25_CR18","doi-asserted-by":"crossref","unstructured":"Doddington, G.: Automatic evaluation of machine translation quality using n-gram co-occurrence statistics. In: Proceedings of the Second International Conference on Human Language Technology Research, HLT 2002, pp. 138\u2013145. Morgan Kaufmann Publishers Inc., San Francisco (2002)","DOI":"10.3115\/1289189.1289273"},{"key":"25_CR19","doi-asserted-by":"crossref","unstructured":"Lavie, A., Agarwal, A.: Meteor: an automatic metric for mt evaluation with high levels of correlation with human judgments. In: Proceedings of the Second Workshop on Statistical Machine Translation, StatMT 2007, pp. 228\u2013231. Association for Computational Linguistics, Stroudsburg (2007)","DOI":"10.3115\/1626355.1626389"},{"key":"25_CR20","unstructured":"Snover, M., Dorr, B., Schwartz, R., Micciulla, L., Makhoul, J.: A study of translation edit rate with targeted human annotation. In: Proceedings of Association for Machine Translation in the Americas, pp. 223\u2013231 (2006)"},{"key":"25_CR21","unstructured":"Turian, J.P., Shen, L., Melamed, I.D.: Evaluation of machine translation and its evaluation. In: Proceedings of MT Summit, pp. 386\u2013393 (2003)"},{"key":"25_CR22","unstructured":"Volokh, A., Neumann, G.: Using MT-based metrics for RTE. In: Proceedings of the Fourth Text Analysis Conference, TAC 2011, Gaithersburg, Maryland, USA, 14\u201315 November 2011 (2011)"},{"key":"25_CR23","unstructured":"Lavie, A., Agarwal, A.: METEOR: an automatic metric for MT evaluation with improved correlation with human judgments. In: Proceedings of the Second Workshop on Statistical Machine Translation, pp. 65\u201372 (2005)"},{"key":"25_CR24","unstructured":"Lin, C.Y.: ROUGE: a package for automatic evaluation of summaries. In: Proceedings of ACL Workshop on Text Summarization Branches Out (2004)"},{"key":"25_CR25","unstructured":"Iftene, A.: UAIC Participation at RTE4. In: TAC. NIST (2008)"},{"key":"25_CR26","unstructured":"Iftene, A., Moruz, M.A.: UAIC Participation at RTE5. In: TAC. NIST (2009)"}],"container-title":["Lecture Notes in Computer Science","Computational Linguistics and Intelligent Text Processing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-77113-7_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,3]],"date-time":"2022-09-03T13:13:41Z","timestamp":1662210821000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-77113-7_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319771120","9783319771137"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-77113-7_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"CICLing","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computational Linguistics and Intelligent Text Processing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Budapest","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hungary","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 April 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 April 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"cicling2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.cicling.org\/2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}