{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T01:36:21Z","timestamp":1777599381831,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":29,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783662459232","type":"print"},{"value":"9783662459249","type":"electronic"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-662-45924-9_13","type":"book-chapter","created":{"date-parts":[[2014,12,1]],"date-time":"2014-12-01T11:09:18Z","timestamp":1417432158000},"page":"138-149","source":"Crossref","is-referenced-by-count":10,"title":["Bridging the Language Gap: Learning Distributed Semantics for Cross-Lingual Sentiment Classification"],"prefix":"10.1007","author":[{"given":"Guangyou","family":"Zhou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tingting","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Banea, C., Mihalcea, R., Wiebe, J., Hassan, S.: Multilingual Subjectivity Analysis Using Machine Translation. In: Proceedings of EMNLP, pp. 127\u2013135","DOI":"10.3115\/1613715.1613734"},{"key":"13_CR2","unstructured":"Bengio, Y., Lamblin, P., Popovici, D., Larochelle, H.: Greedy layer-wise training of deep networks. In: Proceedings of NIPS. Universite De Montreal, Montreal Quebec"},{"key":"13_CR3","unstructured":"Duh, K., Fujino, A., Nagata, M.: Is Machine Translation Ripe for Cross-lingual Sentiment Classification? In: Proceedings of ACL, pp. 429\u2013433"},{"key":"13_CR4","doi-asserted-by":"crossref","unstructured":"Goldberg, A.B., Zhu, X.: Seeing Stars when There Aren\u2019T Many Stars: Graph-based Semi-supervised Learning for Sentiment Categorization. In: Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing, pp. 45\u201352","DOI":"10.3115\/1654758.1654769"},{"key":"13_CR5","unstructured":"Joachims, T.: Making Large-scale Support Vector Machine Learning Practical. Advances in Kernel Methods, pp. 169-184"},{"key":"13_CR6","unstructured":"Li, S., Wang, Z., Zhou, G., Lee, S.Y.M.: Semi-supervised Learning for Imbalanced Sentiment Classification. In: Proceedings of IJCAI, pp, pp. 1826\u20131831"},{"key":"13_CR7","unstructured":"Liu, B.: Sentiment Analysis and Opinion Mining. Synthesis Lectures on Human Language Technologies"},{"key":"13_CR8","unstructured":"Lu, B., Tan, C., Cardie, C., Tsou, B.K.: Joint Bilingual Sentiment Classification with Unlabeled Parallel Corpora. In: Proceedings of ACL, pp. 320\u2013330"},{"key":"13_CR9","unstructured":"Meng, X., Wei, F., Liu, X., Zhou, M., Xu, G., Wang, H.: Cross-lingual Mixture Model for Sentiment Classification. In: Proceedings of ACL, pp. 572\u2013581"},{"key":"13_CR10","doi-asserted-by":"crossref","unstructured":"Munteanu, D.S., Marcu, D.: Improving Machine Translation Performance by Exploiting Non-Parallel Corpora. Comput. Linguist., 477\u2013504","DOI":"10.1162\/089120105775299168"},{"key":"13_CR11","unstructured":"Klementiev, A., Titov, I., Bhattarai, B.: Inducing Crosslingual Distributed Representations of Words. In: Proceedings of COLING"},{"key":"13_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"289","DOI":"10.1007\/978-3-642-20841-6_24","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"J. Pan","year":"2011","unstructured":"Pan, J., Xue, G.-R., Yu, Y., Wang, Y.: Cross-lingual sentiment classification via bi-view non-negative matrix tri-factorization. In: Huang, J.Z., Cao, L., Srivastava, J. (eds.) PAKDD 2011, Part I. LNCS, vol.\u00a06634, pp. 289\u2013300. Springer, Heidelberg (2011)"},{"key":"13_CR13","doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L., Vaithyanathan, S.: Thumbs Up?: Sentiment Classification Using Machine Learning Techniques. In: Proceedings of EMNLP, pp. 79\u201386","DOI":"10.3115\/1118693.1118704"},{"key":"13_CR14","unstructured":"Pang, B., Lee, L.: Opinion Mining and Sentiment Analysis. In: Found. Trends Inf. Retr., pp. 1\u2013135"},{"key":"13_CR15","unstructured":"Peng, W., Park, D.H.: Generate Adjective Sentiment Dictionary for Social Media Sentiment Analysis Using Constrained Nonnegative Matrix Factorization. In: Proceedings of ICWSM"},{"key":"13_CR16","unstructured":"Prettenhofer, P., Stein, B.: Cross-language Text Classification Using Structural Correspondence Learning. In: Proceedings of ACL, pp. 1118\u20131127"},{"key":"13_CR17","unstructured":"Shanahan, J.G., Grefenstette, G., Qu, Y., Evans, D.A.: Mining Multilingual Opinions through Classification and Translation. In: Proceedings of CIKM"},{"key":"13_CR18","unstructured":"Sindhwani, V., Melville, P.: Document-word co-regularization for semi-supervised sentiment analysis. In: Proceedings of ICDM"},{"key":"13_CR19","unstructured":"Seki, Y., Evans, D.K., Ku, L.-W., Chen, H.-H., Kando, N., Lin, C.-Y.: Overview of Opinion Analysis Pilot Task at NTCIR-6. In: Proceedings of the Workshop Meeting of the National Institute of Informatics (NII) Test Collection for Information Retrieval Systems (NTCIR), pp. 265\u2013278"},{"key":"13_CR20","doi-asserted-by":"crossref","unstructured":"Taboada, M., Brooke, J., Tofiloski, M., Voll, K., Stede, M.: Lexicon-based Methods for Sentiment Analysis. Comput. Linguist. 267-307","DOI":"10.1162\/COLI_a_00049"},{"key":"13_CR21","unstructured":"Tseng, H.: A conditional random field word segmenter. In: Fourth SIGHAN Workshop on Chinese Language Processing"},{"key":"13_CR22","doi-asserted-by":"crossref","unstructured":"Turney, P.D.: Thumbs Up or Thumbs Down?: Semantic Orientation Applied to Unsupervised Classification of Reviews. In: Proceedings of ACL, pp. 417\u2013424","DOI":"10.3115\/1073083.1073153"},{"key":"13_CR23","doi-asserted-by":"crossref","unstructured":"Wan, X.: Using Bilingual Knowledge and Ensemble Techniques for Unsupervised Chinese Sentiment Analysis. In: Proceedings of EMNLP, pp. 553\u2013561","DOI":"10.3115\/1613715.1613783"},{"key":"13_CR24","unstructured":"Wan, X.: Co-training for Cross-lingual Sentiment Classification. In: Proceedings of ACL-IJCNLP, pp. 235\u2013243"},{"key":"13_CR25","unstructured":"Wiebe, J., Cardie, C.: Annotating expressions of opinions and emotions in language. Language Resources and Evaluation. Language Resources and Evaluation (formerly Computers and the Humanities)"},{"key":"13_CR26","unstructured":"Wu, K., Wang, X., Lu, B.-L.: Cross language text categorization using a bilingual lexicon. In: Proceedings of IJCNLP"},{"key":"13_CR27","doi-asserted-by":"crossref","unstructured":"Xiao, M., Guo, Y.: Semi-Supervised Representation Learning for Cross-Lingual Text Classification. In: Proceedings of ACL, pp. 1465\u20131475","DOI":"10.18653\/v1\/D13-1153"},{"key":"13_CR28","unstructured":"Zhou, G., Zhao, J., Zeng, D.: Sentiment Classification with Graph Co-Regularization. In: Proceedings of COLING, pp. 1331\u20131340"},{"key":"13_CR29","doi-asserted-by":"crossref","unstructured":"Zou, W.Y., Socher, R., Cer, D.M., Manning, C.D.: Bilingual Word Embeddings for Phrase-Based Machine Translation. In: Proceedings of ACL, pp. 1393\u20131398","DOI":"10.18653\/v1\/D13-1141"}],"container-title":["Communications in Computer and Information Science","Natural Language Processing and Chinese Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-45924-9_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T21:56:10Z","timestamp":1747173370000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-662-45924-9_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783662459232","9783662459249"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-45924-9_13","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014]]}}}