{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:16:29Z","timestamp":1759331789338,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":30,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T00:00:00Z","timestamp":1509926400000},"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":[[2017,11,6]]},"DOI":"10.1145\/3132847.3132861","type":"proceedings-article","created":{"date-parts":[[2017,11,6]],"date-time":"2017-11-06T13:30:29Z","timestamp":1509975029000},"page":"537-545","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":8,"title":["Hybrid BiLSTM-Siamese network for FAQ Assistance"],"prefix":"10.1145","author":[{"given":"Prerna","family":"Khurana","sequence":"first","affiliation":[{"name":"TCS Research, New Delhi, India"}]},{"given":"Puneet","family":"Agarwal","sequence":"additional","affiliation":[{"name":"TCS Research, New Delhi, India"}]},{"given":"Gautam","family":"Shroff","sequence":"additional","affiliation":[{"name":"TCS Research, New Delhi, India"}]},{"given":"Lovekesh","family":"Vig","sequence":"additional","affiliation":[{"name":"TCS Research, New Delhi, India"}]},{"given":"Ashwin","family":"Srinivasan","sequence":"additional","affiliation":[{"name":"BITS Pilani, Goa, India"}]}],"member":"320","published-online":{"date-parts":[[2017,11,6]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2014.2339736"},{"volume-title":"Together We Stand: Siamese Networks for Similar Question Retrieval. In Annual Meeting of Association for Computational Linguistics (ACL).","year":"2016","author":"Harish Arpita","key":"e_1_3_2_1_2_1"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.202"},{"volume-title":"A C-LSTM Neural Network for Text Classi cation. arXiv:1511.08630","year":"2015","author":"Chunting Zhou","key":"e_1_3_2_1_4_1"},{"volume-title":"Natural language processing (almost) from scratch. Journal of Machine Learning Research","year":"2011","author":"Collobert Ronan","key":"e_1_3_2_1_5_1"},{"volume-title":"International Conference on Learning Representations (ICLR).","year":"2017","author":"Cooijmans Tim","key":"e_1_3_2_1_6_1"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","unstructured":"Sepp Hochreiter and J\u00fcrgen Schmidhuber. 1997. Long Short-Term Memory. Neural Comput. (1997).  Sepp Hochreiter and J\u00fcrgen Schmidhuber. 1997. Long Short-Term Memory. Neural Comput. (1997).","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"e_1_3_2_1_9_1","unstructured":"Baotian Hu Zhengdong Lu Hang Li and Qingcai Chen. 2014. Convolutional neural network architectures for matching natural language sentences. In Advances in neural information process- ing systems (NIPS).   Baotian Hu Zhengdong Lu Hang Li and Qingcai Chen. 2014. Convolutional neural network architectures for matching natural language sentences. In Advances in neural information process- ing systems (NIPS)."},{"volume-title":"Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift. (JMLR Workshop and Conference Proceedings).","year":"2015","author":"Christian Szegedy Sergey Io","key":"e_1_3_2_1_10_1"},{"volume-title":"Adam: A Method for Stochastic Optimization. International Conference on Learning Representations (ICLR)","year":"2014","author":"Diederik","key":"e_1_3_2_1_11_1"},{"volume-title":"AAAI Conference on Arti cial Intelligence (AAAI).","year":"2015","author":"Lai Siwei","key":"e_1_3_2_1_12_1"},{"volume-title":"IEEE Conference on Computer Vision and Pattern Recognition Workshops.","year":"2016","author":"Laura","key":"e_1_3_2_1_13_1"},{"key":"e_1_3_2_1_14_1","unstructured":"Jiwei Li Alexander H Miller Sumit Chopra Marc--Aurelio Ranzato and Jason Weston. 2017. Learning Through Dialogue Interactions (ICLR).  Jiwei Li Alexander H Miller Sumit Chopra Marc--Aurelio Ranzato and Jason Weston. 2017. Learning Through Dialogue Interactions (ICLR)."},{"volume-title":"Visualizing data using t-SNE. Journal of Machine Learning Research","year":"2008","author":"van der Maaten Laurens","key":"e_1_3_2_1_15_1"},{"key":"e_1_3_2_1_16_1","unstructured":"Pankaj Malhotra Lovekesh Vig Gautam Shro and Puneet Agarwal. 2015. Long Short Term Memory Networks for Anomaly Detection in Time Series. In European Sympo. on Arti cial Neural Net. Computational Intelligence and Machine Learning.  Pankaj Malhotra Lovekesh Vig Gautam Shro and Puneet Agarwal. 2015. Long Short Term Memory Networks for Anomaly Detection in Time Series. In European Sympo. on Arti cial Neural Net. Computational Intelligence and Machine Learning."},{"key":"e_1_3_2_1_17_1","unstructured":"Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Je Dean. 2013. Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems.   Tomas Mikolov Ilya Sutskever Kai Chen Greg S Corrado and Je Dean. 2013. Distributed representations of words and phrases and their compositionality. In Advances in neural information processing systems."},{"volume-title":"Siamese Recurrent Architectures for Learning Sentence Similarity. In AAAI Conference on Arti cial Intelligence (AAAI).","year":"2016","author":"Mueller Jonas","key":"e_1_3_2_1_18_1"},{"volume-title":"DMNLP Workshop of ECML-PKDD.","year":"2017","author":"Patidar Mayur","key":"e_1_3_2_1_19_1"},{"volume-title":"Intl. Conf. on Computational Linguistics(COLING)","year":"2016","author":"Peng Zhou","key":"e_1_3_2_1_20_1"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","unstructured":"Jeffrey Pennington Richard Socher and Christopher Manning. 2014. Global vectors for word representation. In Empirical Meth- ods in Natural Language Processing (EMNLP).  Jeffrey Pennington Richard Socher and Christopher Manning. 2014. Global vectors for word representation. In Empirical Meth- ods in Natural Language Processing (EMNLP).","DOI":"10.3115\/v1\/D14-1162"},{"key":"e_1_3_2_1_22_1","unstructured":"Sainbayar Sukhbaatar Jason Weston Rob Fergus etal 2015. End-to-end memory networks. In Advances in neural information processing systems (NIPS).   Sainbayar Sukhbaatar Jason Weston Rob Fergus et al. 2015. End-to-end memory networks. In Advances in neural information processing systems (NIPS)."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/2736277.2741651"},{"key":"e_1_3_2_1_24_1","unstructured":"Ilya Sutskever Oriol Vinyals and Quoc V Le. 2014. Sequence to sequence learning with neural networks. In Advances in neural information processing systems (NIPS).   Ilya Sutskever Oriol Vinyals and Quoc V Le. 2014. Sequence to sequence learning with neural networks. In Advances in neural information processing systems (NIPS)."},{"volume-title":"LSTM-based deep learning models for non-factoid answer selection. arXiv:1511.04108","year":"2015","author":"Tan Ming","key":"e_1_3_2_1_25_1"},{"volume-title":"Jake Zhao Junbo, and LeCun Yann","year":"2015","author":"Xiang Zhang","key":"e_1_3_2_1_26_1"},{"volume-title":"International Conference on Machine Learning (ICML).","year":"2016","author":"Xie Junyuan","key":"e_1_3_2_1_27_1"},{"volume-title":"Learning and Knowledge Transfer with Memory Networks for Machine Comprehension. In Conference of the European Chapter of the Association for Computational Linguistics (EACL).","year":"2017","author":"Yadav Mohit","key":"e_1_3_2_1_28_1"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"crossref","unstructured":"Kim Yoon. 2014. Convolutional Neural Networks for Sentence Classi cation In Empirical Methods in Natural Language Processing. EMNLP.  Kim Yoon. 2014. Convolutional Neural Networks for Sentence Classi cation In Empirical Methods in Natural Language Processing. EMNLP.","DOI":"10.3115\/v1\/D14-1181"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"crossref","unstructured":"Zhou Zhao Hanqing Lu Vincent W Zheng Deng Cai Xiaofei He and Yueting Zhuang. 2017. Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning.. In AAAI.  Zhou Zhao Hanqing Lu Vincent W Zheng Deng Cai Xiaofei He and Yueting Zhuang. 2017. Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning.. In AAAI.","DOI":"10.1609\/aaai.v31i1.10999"}],"event":{"name":"CIKM '17: ACM Conference on Information and Knowledge Management","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Singapore Singapore","acronym":"CIKM '17"},"container-title":["Proceedings of the 2017 ACM on Conference on Information and Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3132861","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3132847.3132861","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:13:24Z","timestamp":1750212804000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3132847.3132861"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,6]]},"references-count":30,"alternative-id":["10.1145\/3132847.3132861","10.1145\/3132847"],"URL":"https:\/\/doi.org\/10.1145\/3132847.3132861","relation":{},"subject":[],"published":{"date-parts":[[2017,11,6]]},"assertion":[{"value":"2017-11-06","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}