{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:23:36Z","timestamp":1750220616440,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":25,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"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":[[2020,8]]},"DOI":"10.1145\/3383583.3398535","type":"proceedings-article","created":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T04:18:32Z","timestamp":1596255512000},"page":"319-327","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["A Neural-based Architecture For Small Datasets Classification"],"prefix":"10.1145","author":[{"given":"Andi","family":"Rexha","sequence":"first","affiliation":[{"name":"Know-Center, Graz, Austria"}]},{"given":"Mauro","family":"Dragoni","sequence":"additional","affiliation":[{"name":"Fondazione Bruno Kesler, Trento, Italy"}]},{"given":"Roman","family":"Kern","sequence":"additional","affiliation":[{"name":"Graz University of Technology, Graz, Austria"}]}],"member":"320","published-online":{"date-parts":[[2020,8]]},"reference":[{"doi-asserted-by":"publisher","key":"e_1_3_2_2_1_1","DOI":"10.1016\/j.ipm.2006.06.007"},{"doi-asserted-by":"publisher","key":"e_1_3_2_2_2_1","DOI":"10.1109\/COMSNETS.2019.8711054"},{"doi-asserted-by":"publisher","key":"e_1_3_2_2_3_1","DOI":"10.1109\/ISDA.2011.6121795"},{"volume-title":"Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management","year":"2004","author":"Cronen-Townsend Stephen","key":"e_1_3_2_2_4_1"},{"key":"e_1_3_2_2_5_1","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies","volume":"1","author":"Devlin Jacob","year":"2019"},{"doi-asserted-by":"publisher","key":"e_1_3_2_2_6_1","DOI":"10.1109\/JCDL.2019.00025"},{"volume-title":"DOM-Q-NET: Grounded RL on Structured Language. In 7th International Conference on Learning Representations, ICLR 2019","year":"2019","author":"Jia Sheng","key":"e_1_3_2_2_7_1"},{"unstructured":"Armand Joulin Edouard Grave Piotr Bojanowski and Tomas Mikolov. 2016. Bag of Tricks for Efficient Text Classification. arXiv preprint arXiv:1607.01759 (2016).  Armand Joulin Edouard Grave Piotr Bojanowski and Tomas Mikolov. 2016. Bag of Tricks for Efficient Text Classification. arXiv preprint arXiv:1607.01759 (2016).","key":"e_1_3_2_2_8_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_2_9_1","DOI":"10.1145\/3308558.3313563"},{"doi-asserted-by":"crossref","unstructured":"Gang Kou Pei Yang Yi Peng Feng Xiao Yang Chen and Fawaz E. Alsaadi. 2020. Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods. Appl. Soft Comput. 86 (2020). https:\/\/doi.org\/10.1016\/j.asoc.2019.105836  Gang Kou Pei Yang Yi Peng Feng Xiao Yang Chen and Fawaz E. Alsaadi. 2020. Evaluation of feature selection methods for text classification with small datasets using multiple criteria decision-making methods. Appl. Soft Comput. 86 (2020). https:\/\/doi.org\/10.1016\/j.asoc.2019.105836","key":"e_1_3_2_2_10_1","DOI":"10.1016\/j.asoc.2019.105836"},{"volume-title":"Semantic Indexing-Based Data Augmentation for Filtering Undesired Short Text Messages. In 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018","year":"2018","author":"Lochter Johannes V.","key":"e_1_3_2_2_11_1"},{"key":"e_1_3_2_2_12_1","first-page":"526","article-title":"Research Paper: Enhancing Text Categorization with Semantic-enriched Representation and Training Data Augmentation","volume":"13","author":"Lu Xinghua","year":"2006","journal-title":"JAMIA"},{"volume-title":"Advances in Neural Information Processing Systems 26","author":"Mikolov Tomas","key":"e_1_3_2_2_13_1"},{"doi-asserted-by":"crossref","unstructured":"Jeffrey Pennington Richard Socher and Christopher D. Manning. 2014. Glove: Global vectors for word representation. In In EMNLP.  Jeffrey Pennington Richard Socher and Christopher D. Manning. 2014. Glove: Global vectors for word representation. In In EMNLP.","key":"e_1_3_2_2_14_1","DOI":"10.3115\/v1\/D14-1162"},{"volume-title":"Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019","year":"2019","author":"Rizos Georgios","key":"e_1_3_2_2_15_1"},{"doi-asserted-by":"crossref","unstructured":"Sarah Schulz Guy De Pauw Orph\u00e9e De Clercq Bart Desmet V\u00e9ronique Hoste Walter Daelemans and Lieve Macken. 2016. Multimodular Text Normalization of Dutch User-Generated Content. ACM TIST 7 4 (2016) 61:1--61:22. https: \/\/doi.org\/10.1145\/2850422  Sarah Schulz Guy De Pauw Orph\u00e9e De Clercq Bart Desmet V\u00e9ronique Hoste Walter Daelemans and Lieve Macken. 2016. Multimodular Text Normalization of Dutch User-Generated Content. ACM TIST 7 4 (2016) 61:1--61:22. https: \/\/doi.org\/10.1145\/2850422","key":"e_1_3_2_2_16_1","DOI":"10.1145\/2850422"},{"volume-title":"Subword Semantic Hashing for Intent Classification on Small Datasets. In International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14--19","year":"2019","author":"Shridhar Kumar","key":"e_1_3_2_2_17_1"},{"key":"e_1_3_2_2_18_1","first-page":"27","article-title":"Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing","volume":"2011","author":"Socher Richard","year":"2011","journal-title":"EMNLP"},{"doi-asserted-by":"publisher","key":"e_1_3_2_2_19_1","DOI":"10.1109\/ACIIW.2017.8272616"},{"doi-asserted-by":"publisher","key":"e_1_3_2_2_20_1","DOI":"10.1145\/502585.502604"},{"key":"e_1_3_2_2_21_1","first-page":"I","article-title":"Attention is All you Need","volume":"30","author":"Vaswani Ashish","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"volume-title":"Proceedings of the 5th Workshop on Noisy User-generated Text, WNUT@ EMNLP 2019","year":"2019","author":"Veliz Claudia Matos","key":"e_1_3_2_2_22_1"},{"key":"e_1_3_2_2_23_1","volume-title":"Good Sentiment and Topic Classification. In The 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8--14, 2012","volume":"94","author":"Sida","year":"2018"},{"volume-title":"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019","year":"2019","author":"Jason","key":"e_1_3_2_2_24_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_2_25_1","DOI":"10.1109\/ACCESS.2019.2960263"}],"event":{"sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval","IEEE Institute of Electrical and Electronics Engineers"],"acronym":"JCDL '20","name":"JCDL '20: The ACM\/IEEE Joint Conference on Digital Libraries in 2020","location":"Virtual Event China"},"container-title":["Proceedings of the ACM\/IEEE Joint Conference on Digital Libraries in 2020"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3383583.3398535","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3383583.3398535","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:01:11Z","timestamp":1750197671000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3383583.3398535"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8]]},"references-count":25,"alternative-id":["10.1145\/3383583.3398535","10.1145\/3383583"],"URL":"https:\/\/doi.org\/10.1145\/3383583.3398535","relation":{},"subject":[],"published":{"date-parts":[[2020,8]]},"assertion":[{"value":"2020-08-01","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}