HLT-14: Language Representations | 
| Session Type: Poster | 
| Time: Thursday, 10 June, 14:00 - 14:45 | 
| Location: Gather.Town | 
| Virtual Session: View on Virtual Platform | 
| Session Chair: Rivka Levitan, Brooklyn College & CUNY Graduate Center | 
| HLT-14.1: ENHANCING MODEL ROBUSTNESS BY INCORPORATING ADVERSARIAL KNOWLEDGE INTO SEMANTIC REPRESENTATION | 
| Jinfeng Li; Alibaba Group | 
| Tianyu Du; Zhejiang University | 
| Xiangyu Liu; Alibaba Group | 
| Rong Zhang; Alibaba Group | 
| Hui Xue; Alibaba Group | 
| Shouling Ji; Zhejiang University | 
| HLT-14.2: ELBERT: FAST ALBERT WITH CONFIDENCE-WINDOW BASED EARLY EXIT | 
| Keli Xie; Nanjing University | 
| Siyuan Lu; Nanjing University | 
| Meiqi Wang; Nanjing University | 
| Zhongfeng Wang; Nanjing University | 
| HLT-14.3: DUALFORMER: A UNIFIED BIDIRECTIONAL SEQUENCE-TO-SEQUENCE LEARNING | 
| Jen-Tzung Chien; National Chiao Tung University | 
| Wei-Hsiang Chang; National Chiao Tung University | 
| HLT-14.4: TASK AWARE MULTI-TASK LEARNING FOR SPEECH TO TEXT TASKS | 
| Sathish Indurthi; Samsung Electronics | 
| Mohd Abbas Zaidi; Samsung Electronics | 
| Nikhil Kumar Lakumarapu; Samsung Electronics | 
| Beomseok Lee; Samsung Electronics | 
| Hyojung Han; Samsung Electronics | 
| Seokchan Ahn; Samsung Electronics | 
| Sangha Kim; Samsung Electronics | 
| Chanwoo Kim; Samsung Electronics | 
| Inchul Hwang; Samsung Electronics | 
| HLT-14.5: LABEL-AWARE TEXT REPRESENTATION FOR MULTI-LABEL TEXT CLASSIFICATION | 
| Hao Guo; Alibaba Group | 
| Xiangyang Li; Alibaba Group | 
| Lei Zhang; Alibaba Group | 
| Jia Liu; Alibaba Group | 
| Wei Chen; Alibaba Group | 
| HLT-14.6: MIXUP REGULARIZED ADVERSARIAL NETWORKS FOR MULTI-DOMAIN TEXT CLASSIFICATION | 
| Yuan Wu; Carleton University | 
| Diana Inkpen; University of Ottawa | 
| Ahmed El-Roby; Carleton University |