Title
Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding Chao-Wei Huang Yun-Nung (Vivian) Chen 11 43 0 24 Sep 2019
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots Arshit Gupta Peng Zhang Garima Lalwani Mona T. Diab 12 33 0 18 Sep 2019
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Yijin Liu Fandong Meng Jinchao Zhang Jie Zhou Yufeng Chen Jinan Xu 32 72 0 16 Sep 2019
Preech: A System for Privacy-Preserving Speech Transcription Shimaa Ahmed Amrita Roy Chowdhury Kassem Fawaz P. Ramanathan 51 46 0 09 Sep 2019
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 49 260 0 05 Sep 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Stefan Larson Anish Mahendran Joseph Peper Christopher Clarke Andrew Lee ... Jonathan K. Kummerfeld Kevin Leach M. Laurenzano Lingjia Tang Jason Mars 11 511 0 04 Sep 2019
Almawave-SLU: A new dataset for SLU in Italian Valentina Bellomaria Giuseppe Castellucci Andrea Favalli Raniero Romagnoli 13 29 0 17 Jul 2019
Incrementalizing RASA's Open-Source Natural Language Understanding Pipeline Andrew Rafla C. Kennington CLL 17 16 0 11 Jul 2019
Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Giuseppe Castellucci Valentina Bellomaria Andrea Favalli Raniero Romagnoli VLM 11 73 0 05 Jul 2019
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling H. E Peiqing Niu Zhongfu Chen Meina Song 11 242 0 30 Jun 2019
Few-Shot Sequence Labeling with Label Dependency Transfer and Pair-wise Embedding Yutai Hou Zhihan Zhou Yijia Liu Ning Wang Wanxiang Che Han Liu Ting Liu 14 9 0 20 Jun 2019
Robust Zero-Shot Cross-Domain Slot Filling with Example Values Darsh J. Shah Raghav Gupta Amir Fayazi Dilek Z. Hakkani-Tür VLM 6 85 0 17 Jun 2019
Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search Pepa Atanasova Georgi Karadzhov Yasen Kiprov Preslav Nakov Fabrizio Sebastiani KELM 6 0 0 25 May 2019
Towards Open Intent Discovery for Conversational Text Nikhita Vedula Nedim Lipka Pranav Maneriker S. Parthasarathy 24 19 0 17 Apr 2019
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 23 340 0 07 Apr 2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems Stefan Larson Anish Mahendran Andrew Lee Jonathan K. Kummerfeld Parker Hill M. Laurenzano Johann Hauswald Lingjia Tang Jason Mars 22 47 0 05 Apr 2019
Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems Arshit Gupta John Hewitt Katrin Kirchhoff 9 38 0 19 Mar 2019
Smart Home Personal Assistants: A Security and Privacy Review Jide S. Edu Jose Such Guillermo Suarez-Tangil 6 92 0 13 Mar 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 14 545 0 28 Feb 2019
How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection Wenhu Chen Yu-Chuan Su Yilin Shen Zhiyu Zoey Chen Xifeng Yan W. Wang VLM 17 30 0 27 Feb 2019
NeuNetS: An Automated Synthesis Engine for Neural Network Design Atin Sood Benjamin Elder Benjamin Herta Chao Xue C. Bekas ... M. Choudhury Rong Yan R. Istrate Ruchi Puri Tejaswini Pedapati SyDa 35 7 0 17 Jan 2019
Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks Edward Collins Nikolai Rozanov M. Kaptein 9 27 0 05 Nov 2018
Spoken Language Understanding on the Edge Alaa Saade A. Coucke A. Caulier Joseph Dureau Adrien Ball ... Clément Doumouro Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet 11 62 0 30 Oct 2018
Subword Semantic Hashing for Intent Classification on Small Datasets Kumar Shridhar Ayushman Dash Amit Sahu G. Pihlgren Pedro Alonso Vinay Pondeknath Gyorgy Kovács Fotini Simistira Marcus Liwicki 13 32 0 16 Oct 2018
Federated Learning for Keyword Spotting David Leroy A. Coucke Thibaut Lavril Thibault Gisselbrecht Joseph Dureau FedML 11 282 0 09 Oct 2018
Towards Dialogue-based Navigation with Multivariate Adaptation driven by Intention and Politeness for Social Robots Chandrakant Bothe Fernando García Arturo Cruz-Maya A. Pandey S. Wermter 11 5 0 19 Sep 2018