{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:32:19Z","timestamp":1750221139579,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":20,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,3,15]],"date-time":"2019-03-15T00:00:00Z","timestamp":1552608000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,3,15]]},"DOI":"10.1145\/3319921.3319928","type":"proceedings-article","created":{"date-parts":[[2019,5,17]],"date-time":"2019-05-17T12:52:21Z","timestamp":1558097541000},"page":"45-49","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["A Topic Matching based CNN for Sentence Classification"],"prefix":"10.1145","author":[{"given":"Yadi","family":"Lao","sequence":"first","affiliation":[{"name":"PRIS, Beijing University of Posts and Telecommunications, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sheng","family":"Gao","sequence":"additional","affiliation":[{"name":"PRIS, Beijing University of Posts and Telecommunications, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2019,3,15]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Comparative study of cnn and rnn for natural language processing","author":"Yin W.","year":"2017","unstructured":"Yin , W. , Kann , K. , Yu , M. , & Sch\u00fctze , H. ( 2017 ). Comparative study of cnn and rnn for natural language processing . Yin, W., Kann, K., Yu, M., & Sch\u00fctze, H. (2017). Comparative study of cnn and rnn for natural language processing."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"issue":"1","key":"e_1_3_2_1_3_1","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"Nitish E","year":"2014","unstructured":"Nitish Sr ivastava, Geoffrey E Hinton , Alex Krizhevsky, Ilya Sutskever , and Ruslan Salakhutdinov. 2014 . Dropout: a simple way to prevent neural networks from overfitting . Journal of Machine Learning Research 15 ( 1 ): 1929 -- 1958 . Nitish Srivastava, Geoffrey E Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov. 2014. Dropout: a simple way to prevent neural networks from overfitting. Journal of Machine Learning Research 15(1):1929--1958.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_4_1","volume-title":"Mgnc-cnn: a simple approach to exploiting multiple word embeddings for sentence classification","author":"Zhang","year":"2016","unstructured":"Zhang , Ye, Roller , Stephen, & Wallace , Byron. ( 2016 ). Mgnc-cnn: a simple approach to exploiting multiple word embeddings for sentence classification . Zhang, Ye, Roller, Stephen, & Wallace, Byron. (2016). Mgnc-cnn: a simple approach to exploiting multiple word embeddings for sentence classification."},{"key":"e_1_3_2_1_5_1","volume-title":"Harnessing deep neural networks with logic rules. 2410--2420","author":"Hu","year":"2016","unstructured":"Hu , Zhiting, Ma , Xuezhe, Liu , Zhengzhong, Hovy , Eduard, & Xing , Eric. ( 2016 ). Harnessing deep neural networks with logic rules. 2410--2420 . Hu, Zhiting, Ma, Xuezhe, Liu, Zhengzhong, Hovy, Eduard, & Xing, Eric. (2016). Harnessing deep neural networks with logic rules. 2410--2420."},{"key":"e_1_3_2_1_6_1","volume-title":"Linguistically regularized lstms for sentiment classification. 1679--1689","author":"Qian Q.","year":"2017","unstructured":"Qian , Q. , Huang , M. , Lei , J. , & Zhu , X. ( 2017 ). Linguistically regularized lstms for sentiment classification. 1679--1689 . Qian, Q., Huang, M., Lei, J., & Zhu, X. (2017). Linguistically regularized lstms for sentiment classification. 1679--1689."},{"key":"e_1_3_2_1_7_1","volume-title":"Convolutional neural networks for sentence classification. Eprint Arxiv","author":"Kim Y.","year":"2014","unstructured":"Kim , Y. ( 2014 ). Convolutional neural networks for sentence classification. Eprint Arxiv . Kim, Y. (2014). Convolutional neural networks for sentence classification. Eprint Arxiv."},{"key":"e_1_3_2_1_8_1","volume-title":"Multichannel variable-size convolution for sentence classification. 204--214","author":"Yin","year":"2016","unstructured":"Yin , Wenpeng, & Sch\u00fctze , Hinrich. ( 2016 ). Multichannel variable-size convolution for sentence classification. 204--214 . Yin, Wenpeng, & Sch\u00fctze, Hinrich. (2016). Multichannel variable-size convolution for sentence classification. 204--214."},{"key":"e_1_3_2_1_9_1","first-page":"2042","volume-title":"International Conference on Neural Information Processing Systems (Vol.3","author":"Hu B.","year":"2014","unstructured":"Hu , B. , Lu , Z. , Li , H. , & Chen , Q. ( 2014 ). Convolutional neural network architectures for matching natural language sentences . International Conference on Neural Information Processing Systems (Vol.3 , pp. 2042 -- 2050 ). MIT Press. Hu, B., Lu, Z., Li, H., & Chen, Q. (2014). Convolutional neural network architectures for matching natural language sentences. International Conference on Neural Information Processing Systems (Vol.3, pp.2042--2050). MIT Press."},{"key":"e_1_3_2_1_10_1","first-page":"1555","volume-title":"ACL (1)","author":"Duyu Tang","year":"2014","unstructured":"Duyu Tang , Furu Wei, Nan Yang , Ming Zhou, Ting Liu , and Bing Qin. ( 2014 ) Learning sentiment-specific word embedding for twitter sentiment classification . In ACL (1) , pages 1555 -- 1565 . Duyu Tang, Furu Wei, Nan Yang, Ming Zhou, Ting Liu, and Bing Qin. (2014) Learning sentiment-specific word embedding for twitter sentiment classification. In ACL (1), pages 1555--1565."},{"key":"e_1_3_2_1_11_1","volume-title":"Proc.of Int'l Aaai Conf.on Weblogs & Social Media.","author":"Martineau J. C.","year":"2013","unstructured":"Martineau , J. C. , & Finin , T. ( 2013 ). Delta tfidf: an improved feature space for sentiment analysis . Proc.of Int'l Aaai Conf.on Weblogs & Social Media. Martineau, J. C., & Finin, T. (2013). Delta tfidf: an improved feature space for sentiment analysis. Proc.of Int'l Aaai Conf.on Weblogs & Social Media."},{"key":"e_1_3_2_1_12_1","volume-title":"Meeting of the Association for Computational Linguistics: Short Papers (pp.90--94)","author":"Wang S.","year":"2012","unstructured":"Wang , S. , & Manning , C. D. ( 2012 ). Baselines and bigrams: simple, good sentiment and topic classification . Meeting of the Association for Computational Linguistics: Short Papers (pp.90--94) . Association for Computational Linguistics. Wang, S., & Manning, C. D. (2012). Baselines and bigrams: simple, good sentiment and topic classification. Meeting of the Association for Computational Linguistics: Short Papers (pp.90--94). Association for Computational Linguistics."},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1201"},{"key":"e_1_3_2_1_14_1","volume-title":"Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473","author":"Bahdanau D.","year":"2014","unstructured":"Bahdanau , D. , Cho , K. , & Bengio , Y. ( 2014 ). Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473 . Bahdanau, D., Cho, K., & Bengio, Y. (2014). Neural machine translation by jointly learning to align and translate. arXiv preprint arXiv:1409.0473."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.3115\/1219840.1219855"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.3115\/1072228.1072378"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014073"},{"key":"e_1_3_2_1_18_1","volume-title":"Annotating expressions of opinions and emotions in language. Language resources and evaluation, 39(2--3), 165--210","author":"Wiebe J.","year":"2005","unstructured":"Wiebe , J. , Wilson , T. , & Cardie , C. ( 2005 ). Annotating expressions of opinions and emotions in language. Language resources and evaluation, 39(2--3), 165--210 . Wiebe, J., Wilson, T., & Cardie, C. (2005). Annotating expressions of opinions and emotions in language. Language resources and evaluation, 39(2--3), 165--210."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078186"},{"key":"e_1_3_2_1_20_1","volume-title":"Attention is all you need","author":"Vaswani A.","year":"2017","unstructured":"Vaswani , A. , Shazeer , N. , Parmar , N. , Uszkoreit , J. , Jones , L. , & Gomez , A. N. , ( 2017 ). Attention is all you need . Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., & Gomez, A. N., et al. (2017). Attention is all you need."}],"event":{"name":"ICIAI 2019: 2019 The 3rd International Conference on Innovation in Artificial Intelligence","sponsor":["Xi'an Jiaotong-Liverpool University Xi'an Jiaotong-Liverpool University","University of Texas-Dallas University of Texas-Dallas"],"location":"Suzhou China","acronym":"ICIAI 2019"},"container-title":["Proceedings of the 2019 3rd International Conference on Innovation in Artificial Intelligence"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3319921.3319928","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3319921.3319928","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:08:06Z","timestamp":1750208886000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3319921.3319928"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3,15]]},"references-count":20,"alternative-id":["10.1145\/3319921.3319928","10.1145\/3319921"],"URL":"https:\/\/doi.org\/10.1145\/3319921.3319928","relation":{},"subject":[],"published":{"date-parts":[[2019,3,15]]},"assertion":[{"value":"2019-03-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}