SPE-L4: Machine Learning for Language Processing I |
| Session Type: Lecture |
| Time: Tuesday, 5 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Sanjeev Khudanpur, Johns Hopkins University |
| SPE-L4.1: SPOKEN LANGUAGE ACQUISITION BASED ON REINFORCEMENT LEARNING AND WORD UNIT SEGMENTATION |
| Shengzhou Gao; Tokyo Institute of Technology |
| Wenxin Hou; Tokyo Institute of Technology |
| Tomohiro Tanaka; Tokyo Institute of Technology |
| Takahiro Shinozaki; Tokyo Institute of Technology |
| SPE-L4.2: HOW MUCH SELF-ATTENTION DO WE NEED? TRADING ATTENTION FOR FEED-FORWARD LAYERS |
| Kazuki Irie; RWTH Aachen University |
| Alexander Gerstenberger; RWTH Aachen University |
| Ralf Schlüter; RWTH Aachen University |
| Hermann Ney; RWTH Aachen University |
| SPE-L4.3: LEARNING RECURRENT NEURAL NETWORK LANGUAGE MODELS WITH CONTEXT-SENSITIVE LABEL SMOOTHING FOR AUTOMATIC SPEECH RECOGNITION |
| Minguang Song; University of Missouri |
| Yunxin Zhao; University of Missouri |
| Shaojun Wang; PAII Inc |
| Mei Han; PAII Inc |
| SPE-L4.4: SEMI-SUPERVISED LEARNING FOR TEXT CLASSIFICATION BY LAYER PARTITIONING |
| Alexander Hanbo Li; Amazon, Inc. |
| Abhinav Sethy; Amazon, Inc. |
| SPE-L4.5: INTEGRATING DISCRETE AND NEURAL FEATURES VIA MIXED-FEATURE TRANS-DIMENSIONAL RANDOM FIELD LANGUAGE MODELS |
| Silin Gao; Tsinghua University |
| Zhijian Ou; Tsinghua University |
| Wei Yang; State Grid Customer Service Center |
| Huifang Xu; China Electric Power Research Institute |
| SPE-L4.6: GATED ATTENTIVE CONVOLUTIONAL NETWORK DIALOGUE STATE TRACKER |
| Sihong Liu; Beijing University Of Posts And Telecommunications |
| Songyan Liu; Beijing University of Posts and Telecommunications |
| Weiran Xu; Beijing University Of Posts And Telecommunications |