SPE-56.6
A NEW DATA AUGMENTATION METHOD FOR INTENT CLASSIFICATION ENHANCEMENT AND ITS APPLICATION ON SPOKEN CONVERSATION DATASETS
Zvi Kons, Aharon Satt, Hong-Kwang Kuo, Samuel Thomas, Boaz Carmeli, Ron Hoory, Brian Kingsbury, IBM, Israel
Session:
Language Understanding III: Intent Detection and Slot Filling
Track:
Speech and Language Processing
Location:
Gather Area E
Presentation Time:
Wed, 11 May, 21:00 - 21:45 China Time (UTC +8)
Wed, 11 May, 13:00 - 13:45 UTC
Wed, 11 May, 13:00 - 13:45 UTC
Session Chair:
Kai Yu, Shanghai Jiao Tong University
Session SPE-56
SPE-56.1: SLIM: EXPLICIT SLOT-INTENT MAPPING WITH BERT FOR JOINT MULTI-INTENT DETECTION AND SLOT FILLING
Fengyu Cai, Wanhao Zhou, Boi Faltings, EPFL, Switzerland; Fei Mi, Huawei Noah's Ark Lab, China
SPE-56.2: JOINT MULTIPLE INTENT DETECTION AND SLOT FILLING VIA SELF-DISTILLATION
Lisong Chen, Peilin Zhou, Yuexian Zou, Peking University, China
SPE-56.3: A GRAPH ATTENTION INTERACTIVE REFINE FRAMEWORK WITH CONTEXTUAL REGULARIZATION FOR JOINTING INTENT DETECTION AND SLOT FILLING
Zhanbiao Zhu, Peijie Huang, Haojing Huang, Shudong Liu, Leyi Lao, South China Agricultural University, China
SPE-56.4: Adjacency Pairs-Aware Hierarchical Attention Networks for Dialogue Intent Classification
Jiabao Xu, Peijie Huang, Youming Peng, Jiande Ding, Boxi Huang, Simin Huang, South China Agricultural University, China
SPE-56.5: ADVIN: AUTOMATICALLY DISCOVERING NOVEL DOMAINS AND INTENTS FROM USER TEXT UTTERANCES
Nikhita Vedula, Rahul Gupta, Aman Alok, Mukund Sridhar, Shankar Ananthakrishnan, Amazon, United States of America
SPE-56.6: A NEW DATA AUGMENTATION METHOD FOR INTENT CLASSIFICATION ENHANCEMENT AND ITS APPLICATION ON SPOKEN CONVERSATION DATASETS
Zvi Kons, Aharon Satt, Hong-Kwang Kuo, Samuel Thomas, Boaz Carmeli, Ron Hoory, Brian Kingsbury, IBM, Israel