SLU: Spoken Language Understanding |
| Session Type: Poster |
| Time: Tuesday, December 17, 10:30 - 12:00 |
| Location: VHS Event Centre, Level 1 |
| Session Chair: Yifan Gong, Microsoft Corporation |
| SLU.1: USING VERY DEEP CONVOLUTIONAL NEURAL NETWORKS TO AUTOMATICALLY DETECT PLAGIARIZED SPOKEN RESPONSES |
| Xinhao Wang, Keelan Evanini, Yao Qian, Klaus Zechner, Educational Testing Service, United States |
| SLU.2: SPOKEN MULTIPLE-CHOICE QUESTION ANSWERING USING MULTIMODAL CONVOLUTIONAL NEURAL NETWORKS |
| Shang-Bao Luo, National Taiwan University of Science and Technology, Taiwan; Hung-Shin Lee, Institute of Information Science, Academia Sinica, Taiwan; Kuan-Yu Chen, National Taiwan University of Science and Technology, Taiwan; Hsin-Min Wang, Institute of Information Science, Academia Sinica, Taiwan |
| SLU.3: TRANSFER LEARNING FOR CONTEXT-AWARE SPOKEN LANGUAGE UNDERSTANDING |
| Qian Chen, Zhu Zhuo, Wen Wang, Qiuyun Xu, Alibaba Group, China |
| SLU.4: EMOCEPTION: AN INCEPTION INSPIRED EFFICIENT SPEECH EMOTION RECOGNITION NETWORK |
| Chirag Singh, Abhay Kumar, Ajay Nagar, Suraj Tripathi, Promod Yenigalla, Samsung R&D Institute India - Bangalore, India |
| SLU.5: A COMPARATIVE STUDY ON END-TO-END SPEECH TO TEXT TRANSLATION |
| Parnia Bahar, Tobias Bieschke, Hermann Ney, RWTH Aachen University, Germany |
| SLU.6: JOINT LEARNING OF WORD AND LABEL EMBEDDINGS FOR SEQUENCE LABELLING IN SPOKEN LANGUAGE UNDERSTANDING |
| Jiewen Wu, Institute for Infocomm Research, Singapore; Luis Fernando D’Haro, Universidad Politecnica de Madrid, Spain; Nancy F. Chen, Pavitra Krishnaswamy, Institute for Infocomm Research, Singapore; Rafael Banchs, Intapp Inc., United States |
| SLU.7: MARKOV RECURRENT NEURAL NETWORK LANGUAGE MODEL |
| Jen-Tzung Chien, Che-Yu Kuo, National Chiao Tung University, Taiwan |
| SLU.8: TOPIC-AWARE POINTER-GENERATOR NETWORKS FOR SUMMARIZING SPOKEN CONVERSATIONS |
| Zhengyuan Liu, Institute for Infocomm Research, A*STAR, Singapore; Angela Ng, Sheldon Lee, Changi General Hospital, Singapore; Ai Ti Aw, Nancy F. Chen, Institute for Infocomm Research, A*STAR, Singapore |
| SLU.9: SLU FOR VOICE COMMAND IN SMART HOME: COMPARISON OF PIPELINE AND END-TO-END APPROACHES |
| Thierry Desot, François Portet, Michel Vacher, Laboratoire d'informatique de Grenoble, France |
| SLU.10: SCALABLE NEURAL DIALOGUE STATE TRACKING |
| Vevake Balaraman, Bernardo Magnini, Fondazione Bruno Kessler, Italy |
| SLU.11: HIERARCHICAL TRANSFORMERS FOR LONG DOCUMENT CLASSIFICATION |
| Raghavendra Pappagari, Johns Hopkins University, United States; Piotr Zelasko, Avaya Conversational Intelligence, United States; Jesus Villalba, Johns Hopkins Univeristy, United States; Yishay Carmiel, Avaya Conversational Intelligence, United States; Najim Dehak, Johns Hopkins University, United States |
| SLU.12: ADAPTING PRETRAINED TRANSFORMER TO LATTICES FOR SPOKEN LANGUAGE UNDERSTANDING |
| Chao-Wei Huang, Yun-Nung Chen, National Taiwan University, Taiwan |
| SLU.13: SPATIO-TEMPORAL CONTEXT MODELLING FOR SPEECH EMOTION CLASSIFICATION |
| Md Asif Jalal, Roger K. Moore, Thomas Hain, University of Sheffield, United Kingdom |
| SLU.14: PARAPHRASE GENERATION BASED ON VAE AND POINTER-GENERATOR NETWORKS |
| Lohith Ravuru, Hyungtak Choi, Siddarth K.M., Hojung Lee, Inchul Hwang, Samsung Electronics Co. Ltd., Korea (South) |