Technical Program

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)