Abstract is missing.
- Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent ModelsLizhen Tan, Olga Golovneva. 1-9 [doi]
- Data-Efficient Paraphrase Generation to Bootstrap Intent Classification and Slot Labeling for New Features in Task-Oriented Dialog SystemsShailza Jolly, Tobias Falke, Caglar Tirkaz, Daniil Sorokin. 10-20 [doi]
- Leveraging User Paraphrasing Behavior In Dialog Systems To Automatically Collect Annotations For Long-Tail UtterancesTobias Falke, Markus Boese, Daniil Sorokin, Caglar Tirkaz, Patrick Lehnen. 21-32 [doi]
- Query Distillation: BERT-based Distillation for Ensemble RankingWangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo. 33-43 [doi]
- Semantic Diversity for Natural Language Understanding Evaluation in Dialog SystemsEnrico Palumbo, Andrea Mezzalira, Cristina Marco, Alessandro Manzotti, Daniele Amberti. 44-49 [doi]
- An Empirical Study on Multi-Task Learning for Text Style Transfer and Paraphrase GenerationPawel Bujnowski, Kseniia Ryzhova, Hyungtak Choi, Katarzyna Witkowska, Jaroslaw Piersa, Tymoteusz Krumholc, Katarzyna Beksa. 50-63 [doi]
- Best Practices for Data-Efficient Modeling in NLG: How to Train Production-Ready Neural Models with Less DataAnkit Arun, Soumya Batra, Vikas Bhardwaj, Ashwini Challa, Pinar Donmez, Peyman Heidari, Hakan Inan, Shashank Jain, Anuj Kumar, Shawn Mei, Karthik Mohan, Michael White 0001. 64-77 [doi]
- Interactive Question Clarification in Dialogue via Reinforcement LearningXiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li 0005, Gerard de Melo. 78-89 [doi]
- Towards building a Robust Industry-scale Question Answering SystemRishav Chakravarti, Anthony Ferritto, Bhavani Iyer, Lin Pan, Radu Florian, Salim Roukos, Avi Sil. 90-101 [doi]
- Delexicalized Paraphrase GenerationBoya Yu, Konstantine Arkoudas, Wael Hamza. 102-112 [doi]
- Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical AttentionMingda Li, Xinyue Liu, Weitong Ruan, Luca Soldaini, Wael Hamza, Chengwei Su. 113-123 [doi]
- Misspelling Detection from Noisy Product ImagesVarun Nagaraj Rao, Mingwei Shen. 124-135 [doi]
- hinglishNorm - A Corpus of Hindi-English Code Mixed Sentences for Text NormalizationPiyush Makhija, Ankit Kumar, Anuj Gupta. 136-145 [doi]
- Assessing Social License to Operate from the Public Discourse on Social MediaChang Xu, Cécile Paris, Ross Sparks, Surya Nepal, Keith Vander Linden. 146-159 [doi]
- Extreme Model Compression for On-device Natural Language UnderstandingKanthashree Mysore Sathyendra, Samridhi Choudhary, Leah Nicolich-Henkin. 160-171 [doi]
- Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency ParsersYousef El-Kurdi, Hiroshi Kanayama, Efsun Sarioglu Kayi, Vittorio Castelli, Todd Ward, Radu Florian. 172-178 [doi]
- An Industry Evaluation of Embedding-based Entity AlignmentZiheng Zhang, Hualuo Liu, Jiaoyan Chen, Xi Chen, Bo Liu, Yuejia Xiang, Yefeng Zheng. 179-189 [doi]
- Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics PerformanceGargi Roy, Lipika Dey, Mohammad Shakir, Tirthankar Dasgupta. 190-201 [doi]
- Model-agnostic Methods for Text Classification with Inherent NoiseKshitij Tayal, Rahul Ghosh, Vipin Kumar. 202-213 [doi]
- ScopeIt: Scoping Task Relevant Sentences in DocumentsBarun Patra, Vishwas Suryanarayanan, Chala Fufa, Pamela Bhattacharya, Charles Lee. 214-227 [doi]
- Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural NetworksZhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen. 228-235 [doi]
- Regularized Graph Convolutional Networks for Short Text ClassificationKshitij Tayal, Nikhil S. Rao, Saurabh Agarwal, Xiaowei Jia, Karthik Subbian, Vipin Kumar. 236-242 [doi]