{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T15:38:37Z","timestamp":1726069117081},"publisher-location":"Cham","reference-count":30,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030428341"},{"type":"electronic","value":"9783030428358"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":[[2020]]},"DOI":"10.1007\/978-3-030-42835-8_14","type":"book-chapter","created":{"date-parts":[[2020,2,26]],"date-time":"2020-02-26T07:02:53Z","timestamp":1582700573000},"page":"158-169","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Weighted N-grams CNN for Text Classification"],"prefix":"10.1007","author":[{"given":"Zequan","family":"Zeng","sequence":"first","affiliation":[]},{"given":"Yi","family":"Cai","sequence":"additional","affiliation":[]},{"given":"Fu Lee","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Haoran","family":"Xie","sequence":"additional","affiliation":[]},{"given":"Junying","family":"Chen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,2,27]]},"reference":[{"key":"14_CR1","first-page":"2493","volume":"12","author":"R Collobert","year":"2011","unstructured":"Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., Kuksa, P.P.: Natural language processing (almost) from scratch. J. Mach. Learn. Res. 12, 2493\u20132537 (2011). \nhttp:\/\/dl.acm.org\/citation.cfm?id=2078186","journal-title":"J. Mach. Learn. Res."},{"unstructured":"Conneau, A., Schwenk, H., Barrault, L., LeCun, Y.: Very deep convolutional networks for natural language processing. CoRR abs\/1606.01781 (2016). \nhttp:\/\/arxiv.org\/abs\/1606.01781","key":"14_CR2"},{"doi-asserted-by":"crossref","unstructured":"Del Corso, G.M., Gulli, A., Romani, F.: Ranking a stream of news. In: Proceedings of the 14th International Conference on World Wide Web, pp. 97\u2013106. ACM (2005)","key":"14_CR3","DOI":"10.1145\/1060745.1060764"},{"issue":"5","key":"14_CR4","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1108\/00220410410560573","volume":"60","author":"KS Jones","year":"2004","unstructured":"Jones, K.S.: A statistical interpretation of term specificity and its application in retrieval. J. Doc. 60(5), 493\u2013502 (2004). \nhttps:\/\/doi.org\/10.1108\/00220410410560573","journal-title":"J. Doc."},{"doi-asserted-by":"crossref","unstructured":"Kalchbrenner, N., Grefenstette, E., Blunsom, P.: A convolutional neural network for modelling sentences. arXiv preprint \narXiv:1404.2188\n\n (2014)","key":"14_CR5","DOI":"10.3115\/v1\/P14-1062"},{"doi-asserted-by":"crossref","unstructured":"Kim, Y.: Convolutional neural networks for sentence classification. arXiv preprint \narXiv:1408.5882\n\n (2014)","key":"14_CR6","DOI":"10.3115\/v1\/D14-1181"},{"issue":"4","key":"14_CR7","doi-asserted-by":"publisher","first-page":"721","DOI":"10.1109\/TPAMI.2008.110","volume":"31","author":"M Lan","year":"2009","unstructured":"Lan, M., Tan, C.L., Su, J., Lu, Y.: Supervised and traditional term weighting methods for automatic text categorization. IEEE Trans. Pattern Anal. Mach. Intell. 31(4), 721\u2013735 (2009). \nhttps:\/\/doi.org\/10.1109\/TPAMI.2008.110","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"unstructured":"Le, Q., Mikolov, T.: Distributed representations of sentences and documents. In: International Conference on Machine Learning, pp. 1188\u20131196 (2014)","key":"14_CR8"},{"unstructured":"Le, Q.V., Mikolov, T.: Distributed representations of sentences and documents. In: Proceedings of the 31st International Conference on Machine Learning, ICML 2014, Beijing, China, 21\u201326 June 2014, pp. 1188\u20131196 (2014). \nhttp:\/\/jmlr.org\/proceedings\/papers\/v32\/le14.html","key":"14_CR9"},{"unstructured":"Li, B., Zhao, Z., Liu, T., Wang, P., Du, X.: Weighted neural bag-of-n-grams model: new baselines for text classification. In: 26th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, COLING 2016, Osaka, Japan, 11\u201316 December 2016, pp. 1591\u20131600 (2016). \nhttp:\/\/aclweb.org\/anthology\/C\/C16\/C16-1150.pdf","key":"14_CR10"},{"unstructured":"Li, S., Zhao, Z., Liu, T., Hu, R., Du, X.: Initializing convolutional filters with semantic features for text classification. In: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017, Copenhagen, Denmark, 9\u201311 September 2017, pp. 1884\u20131889 (2017). \nhttps:\/\/aclanthology.info\/papers\/D17-1201\/d17-1201","key":"14_CR11"},{"unstructured":"Martineau, J., Finin, T.: Delta TFIDF: an improved feature space for sentiment analysis. In: Proceedings of the Third International Conference on Weblogs and Social Media, ICWSM 2009, San Jose, California, USA, 17\u201320 May 2009 (2009). \nhttp:\/\/aaai.org\/ocs\/index.php\/ICWSM\/09\/paper\/view\/187","key":"14_CR12"},{"unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G.S., Dean, J.: 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 2013. Proceedings of a Meeting Held at Lake Tahoe, Nevada, USA, 5\u20138 December 2013, pp. 3111\u20133119 (2013). \nhttp:\/\/papers.nips.cc\/paper\/5021-distributed-representations-of-words-and-phrases-and-their-compositionality","key":"14_CR13"},{"doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L.: Seeing stars: exploiting class relationships for sentiment categorization with respect to rating scales. In: Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics, pp. 115\u2013124. Association for Computational Linguistics (2005)","key":"14_CR14","DOI":"10.3115\/1219840.1219855"},{"unstructured":"Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up? Sentiment classification using machine learning techniques. In: Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing, EMNLP 2002, Philadelphia, PA, USA, 6\u20137 July 2002 (2002). \nhttps:\/\/aclanthology.info\/papers\/W02-1011\/w02-1011","key":"14_CR15"},{"doi-asserted-by":"crossref","unstructured":"Shen, D., et al.: Baseline needs more love: on simple word-embedding-based models and associated pooling mechanisms. arXiv preprint \narXiv:1805.09843\n\n (2018)","key":"14_CR16","DOI":"10.18653\/v1\/P18-1041"},{"unstructured":"Socher, R., Lin, C.C., Ng, A.Y., Manning, C.D.: Parsing natural scenes and natural language with recursive neural networks. In: Proceedings of the 28th International Conference on Machine Learning, ICML 2011, Bellevue, Washington, USA, 28 June\u20132 July 2011, pp. 129\u2013136 (2011)","key":"14_CR17"},{"unstructured":"Socher, R., et al.: Recursive deep models for semantic compositionality over a sentiment treebank. In: Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pp. 1631\u20131642 (2013)","key":"14_CR18"},{"unstructured":"Sutskever, I., Vinyals, O., Le, Q.V.: Sequence to sequence learning with neural networks. In: Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, Montreal, Quebec, Canada, 8\u201313 December 2014, pp. 3104\u20133112 (2014). \nhttp:\/\/papers.nips.cc\/paper\/5346-sequence-to-sequence-learning-with-neural-networks","key":"14_CR19"},{"unstructured":"Tai, K.S., Socher, R., Manning, C.D.: Improved semantic representations from tree-structured long short-term memory networks. In: Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL 2015, Beijing, China, 26\u201331 July 2015, Long Papers, vol. 1, pp. 1556\u20131566 (2015). \nhttp:\/\/aclweb.org\/anthology\/P\/P15\/P15-1150.pdf","key":"14_CR20"},{"doi-asserted-by":"crossref","unstructured":"Wang, G., et al.: Joint embedding of words and labels for text classification (2018)","key":"14_CR21","DOI":"10.18653\/v1\/P18-1216"},{"doi-asserted-by":"publisher","unstructured":"Wang, J., Wang, Z., Zhang, D., Yan, J.: Combining knowledge with deep convolutional neural networks for short text classification. In: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, 19\u201325 August 2017, pp. 2915\u20132921 (2017). \nhttps:\/\/doi.org\/10.24963\/ijcai.2017\/406","key":"14_CR22","DOI":"10.24963\/ijcai.2017\/406"},{"doi-asserted-by":"publisher","unstructured":"Wang, S., Huang, M., Deng, Z.: Densely connected CNN with multi-scale feature attention for text classification. In: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, Stockholm, Sweden, 13\u201319 July 2018, pp. 4468\u20134474 (2018). \nhttps:\/\/doi.org\/10.24963\/ijcai.2018\/621","key":"14_CR23","DOI":"10.24963\/ijcai.2018\/621"},{"unstructured":"Wang, S.I., Manning, C.D.: Baselines and bigrams: simple, good sentiment and topic classification. In: The 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, Jeju Island, Korea, 8\u201314 July 2012, Short Papers, vol. 2, pp. 90\u201394 (2012). \nhttp:\/\/www.aclweb.org\/anthology\/P12-2018","key":"14_CR24"},{"doi-asserted-by":"publisher","unstructured":"Wang, T., Cai, Y., Leung, H., Cai, Z., Min, H.: Entropy-based term weighting schemes for text categorization in VSM. In: 27th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2015, Vietri sul Mare, Italy, 9\u201311 November 2015, pp. 325\u2013332 (2015). \nhttps:\/\/doi.org\/10.1109\/ICTAI.2015.57","key":"14_CR25","DOI":"10.1109\/ICTAI.2015.57"},{"issue":"2\u20133","key":"14_CR26","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1007\/s10579-005-7880-9","volume":"39","author":"J Wiebe","year":"2005","unstructured":"Wiebe, J., Wilson, T., Cardie, C.: Annotating expressions of opinions and emotions in language. Lang. Resour. Eval. 39(2\u20133), 165\u2013210 (2005)","journal-title":"Lang. Resour. Eval."},{"unstructured":"Xiang, Z., Zhao, J., LeCun, Y.: Character-level convolutional networks for text classification (2015)","key":"14_CR27"},{"unstructured":"Zeiler, M.D.: ADADELTA: an adaptive learning rate method. arXiv preprint \narXiv:1212.5701\n\n (2012)","key":"14_CR28"},{"unstructured":"Zhang, Y., Wallace, B.: A sensitivity analysis of (and practitioners\u2019 guide to) convolutional neural networks for sentence classification. arXiv preprint \narXiv:1510.03820\n\n (2015)","key":"14_CR29"},{"key":"14_CR30","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1007\/978-3-030-18576-3_25","volume-title":"Database Systems for Advanced Applications","author":"H Ren","year":"2019","unstructured":"Ren, H., Zeng, Z.Q., Cai, Y., Du, Q., Li, Q., Xie, H.: A weighted word embedding model for text classification. In: Li, G., Yang, J., Gama, J., Natwichai, J., Tong, Y. (eds.) DASFAA 2019. LNCS, vol. 11446, pp. 419\u2013434. Springer, Cham (2019). \nhttps:\/\/doi.org\/10.1007\/978-3-030-18576-3_25"}],"container-title":["Lecture Notes in Computer Science","Information Retrieval Technology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-42835-8_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,26]],"date-time":"2020-02-26T07:06:14Z","timestamp":1582700774000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-42835-8_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030428341","9783030428358"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-42835-8_14","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"27 February 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIRS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia Information Retrieval Symposium","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hong Kong","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 November 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 November 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"airs2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/airs2019.ouhk.edu.hk\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}