Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI

Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor 2020-07 Association for Computational Linguistics Online text conference publication nlp4convai-2020-natural https://aclanthology.org/2020.nlp4convai-1.0/ Using Alternate Representations of Text for Natural Language Understanding Venkat Varada author Charith Peris author Yangsook Park author Christopher Dipersio author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication varada-etal-2020-using 10.18653/v1/2020.nlp4convai-1.1 https://aclanthology.org/2020.nlp4convai-1.1/ 2020-07 1 10 On Incorporating Structural Information to improve Dialogue Response Generation Nikita Moghe author Priyesh Vijayan author Balaraman Ravindran author Mitesh M Khapra author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication moghe-etal-2020-incorporating 10.18653/v1/2020.nlp4convai-1.2 https://aclanthology.org/2020.nlp4convai-1.2/ 2020-07 11 24 CopyBERT: A Unified Approach to Question Generation with Self-Attention Stalin Varanasi author Saadullah Amin author Guenter Neumann author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication varanasi-etal-2020-copybert 10.18653/v1/2020.nlp4convai-1.3 https://aclanthology.org/2020.nlp4convai-1.3/ 2020-07 25 31 How to Tame Your Data: Data Augmentation for Dialog State Tracking Adam Summerville author Jordan Hashemi author James Ryan author William Ferguson author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication summerville-etal-2020-tame 10.18653/v1/2020.nlp4convai-1.4 https://aclanthology.org/2020.nlp4convai-1.4/ 2020-07 32 37 Efficient Intent Detection with Dual Sentence Encoders Iñigo Casanueva author Tadas Temčinas author Daniela Gerz author Matthew Henderson author Ivan Vulić author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication casanueva-etal-2020-efficient 10.18653/v1/2020.nlp4convai-1.5 https://aclanthology.org/2020.nlp4convai-1.5/ 2020-07 38 45 Accelerating Natural Language Understanding in Task-Oriented Dialog Ojas Ahuja author Shrey Desai author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication ahuja-desai-2020-accelerating 10.18653/v1/2020.nlp4convai-1.6 https://aclanthology.org/2020.nlp4convai-1.6/ 2020-07 46 53 DLGNet: A Transformer-based Model for Dialogue Response Generation Olabiyi Oluwatobi author Erik Mueller author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication oluwatobi-mueller-2020-dlgnet 10.18653/v1/2020.nlp4convai-1.7 https://aclanthology.org/2020.nlp4convai-1.7/ 2020-07 54 62 Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors Longshaokan Wang author Maryam Fazel-Zarandi author Aditya Tiwari author Spyros Matsoukas author Lazaros Polymenakos author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication wang-etal-2020-data 10.18653/v1/2020.nlp4convai-1.8 https://aclanthology.org/2020.nlp4convai-1.8/ 2020-07 63 70 Automating Template Creation for Ranking-Based Dialogue Models Jingxiang Chen author Heba Elfardy author Simi Wang author Andrea Kahn author Jared Kramer author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication chen-etal-2020-automating 10.18653/v1/2020.nlp4convai-1.9 https://aclanthology.org/2020.nlp4convai-1.9/ 2020-07 71 78 From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap Shuyang Gao author Sanchit Agarwal author Di Jin author Tagyoung Chung author Dilek Hakkani-Tur author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication gao-etal-2020-machine 10.18653/v1/2020.nlp4convai-1.10 https://aclanthology.org/2020.nlp4convai-1.10/ 2020-07 79 89 Improving Slot Filling by Utilizing Contextual Information Amir Pouran Ben Veyseh author Franck Dernoncourt author Thien Huu Nguyen author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication pouran-ben-veyseh-etal-2020-improving 10.18653/v1/2020.nlp4convai-1.11 https://aclanthology.org/2020.nlp4convai-1.11/ 2020-07 90 95 Learning to Classify Intents and Slot Labels Given a Handful of Examples Jason Krone author Yi Zhang author Mona Diab author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication krone-etal-2020-learning 10.18653/v1/2020.nlp4convai-1.12 https://aclanthology.org/2020.nlp4convai-1.12/ 2020-07 96 108 MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines Xiaoxue Zang author Abhinav Rastogi author Srinivas Sunkara author Raghav Gupta author Jianguo Zhang author Jindong Chen author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication zang-etal-2020-multiwoz 10.18653/v1/2020.nlp4convai-1.13 https://aclanthology.org/2020.nlp4convai-1.13/ 2020-07 109 117 Sketch-Fill-A-R: A Persona-Grounded Chit-Chat Generation Framework Michael Shum author Stephan Zheng author Wojciech Kryscinski author Caiming Xiong author Richard Socher author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication shum-etal-2020-sketch 10.18653/v1/2020.nlp4convai-1.14 https://aclanthology.org/2020.nlp4convai-1.14/ 2020-07 118 131 Probing Neural Dialog Models for Conversational Understanding Abdelrhman Saleh author Tovly Deutsch author Stephen Casper author Yonatan Belinkov author Stuart Shieber author 2020-07 text Proceedings of the 2nd Workshop on Natural Language Processing for Conversational AI Tsung-Hsien Wen editor Asli Celikyilmaz editor Zhou Yu editor Alexandros Papangelis editor Mihail Eric editor Anuj Kumar editor Iñigo Casanueva editor Rushin Shah editor Association for Computational Linguistics Online conference publication saleh-etal-2020-probing 10.18653/v1/2020.nlp4convai-1.15 https://aclanthology.org/2020.nlp4convai-1.15/ 2020-07 132 143