HLT-P3: Language Understanding and Modeling |
| Session Type: Poster |
| Time: Thursday, 7 May, 11:30 - 13:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Ariya Rastrow, Amazon and Zhijian Ou, Tsinghua University |
| HLT-P3.1: TRAINING SPOKEN LANGUAGE UNDERSTANDING SYSTEMS WITH NON-PARALLEL SPEECH AND TEXT |
| Leda Sari; University of Illinois at Urbana-Champaign |
| Samuel Thomas; IBM Research AI |
| Mark Hasegawa-Johnson; University of Illinois at Urbana-Champaign |
| HLT-P3.2: WHAT IS BEST FOR SPOKEN LANGUAGE UNDERSTANDING: SMALL BUT TASK-DEPENDANT EMBEDDINGS OR HUGE BUT OUT-OF-DOMAIN EMBEDDINGS? |
| Sahar Ghannay; Université Paris-Saclay, CNRS, LIMSI, 91400 |
| Antoine Neuraz; Hôpital Necker-Enfants Malades, APHP INSERM UMRS 1138, Team 22, Paris Descartes, Université Sorbonne Paris Cité LIMSI, CNRS, Université Paris-Saclay |
| Sophie Rosset; Université Paris-Saclay, CNRS, LIMSI, 91400 |
| HLT-P3.3: FAST INTENT CLASSIFICATION FOR SPOKEN LANGUAGE UNDERSTANDING SYSTEMS |
| Akshit Tyagi; University of Massachusetts, Amherst |
| Varun Sharma; University of Massachusetts, Amherst |
| Rahul Gupta; Amazon, Inc. |
| Lynn Samson; University of Massachusetts, Amherst |
| Nan Zhuang; University of Massachusetts, Amherst |
| Zihang Wang; University of Massachusetts, Amherst |
| Bill Campbell; Amazon, Inc. |
| HLT-P3.4: CONVERTING WRITTEN LANGUAGE TO SPOKEN LANGUAGE WITH NEURAL MACHINE TRANSLATION FOR LANGUAGE MODELING |
| Shintaro Ando; University of Tokyo |
| Masayuki Suzuki; IBM Research AI |
| Nobuyasu Itoh; IBM Research AI |
| Gakuto Kurata; IBM Research AI |
| Nobuaki Minematsu; University of Tokyo |
| HLT-P3.5: ADDRESSING THE POLYSEMY PROBLEM IN LANGUAGE MODELING WITH ATTENTIONAL MULTI-SENSE EMBEDDINGS |
| Rao Ma; Shanghai Jiao Tong University |
| Lesheng Jin; Shanghai Jiao Tong University |
| Qi Liu; Shanghai Jiao Tong University |
| Lu Chen; Shanghai Jiao Tong University |
| Kai Yu; Shanghai Jiao Tong University |
| HLT-P3.6: ADDRESSING CHALLENGES IN BUILDING WEB-SCALE CONTENT CLASSIFICATION SYSTEMS |
| Aditya Srinivas Timmaraju; Facebook |
| Angli Liu; Facebook |
| Pushkar Tripathi; Facebook |
| HLT-P3.7: A NEURAL DOCUMENT LANGUAGE MODELING FRAMEWORK FOR SPOKEN DOCUMENT RETRIEVAL |
| Li-Phen Yen; National Taiwan University of Science and Technology |
| Zhen-Yu Wu; National Taiwan University of Science and Technology |
| Kuan-Yu Chen; National Taiwan University of Science and Technology |
| HLT-P3.8: SPOKEN DOCUMENT RETRIEVAL LEVERAGING BERT-BASED MODELING AND QUERY REFORMULATION |
| Shao-Wei Fan-Jiang; National Taiwan Normal University |
| Tien-Hong Lo; National Taiwan Normal University |
| Berlin Chen; National Taiwan Normal University; ASUS AICS |
| HLT-P3.9: MULTITASK LEARNING FOR DARPA LORELEI’S SITUATION FRAME EXTRACTION TASK |
| Karan Singla; University of Southern California |
| Shrikanth Narayanan; University of Southern California |
| HLT-P3.10: AUXILIARY CAPSULES FOR NATURAL LANGUAGE UNDERSTANDING |
| Ieva Staliūnaitė; Huawei Noah's Ark Lab |
| Ignacio Iacobacci; Huawei Noah's Ark Lab |
| HLT-P3.11: DISCRETE WASSERSTEIN AUTOENCODERS FOR DOCUMENT RETRIEVAL |
| Yifei Zhang; Alibaba Group |
| Hao Zhu; Australian National University |
| HLT-P3.12: CROSS-LINGUAL TOPIC PREDICTION FOR SPEECH USING TRANSLATIONS |
| Sameer Bansal; University of Edinburgh |
| Herman Kamper; Stellenbosch University |
| Adam Lopez; University of Edinburgh |
| Sharon Goldwater; University of Edinburgh |